{"id":"W1519791867","doi":"10.21432/t2rp47","title":"Investigating teachers’ exploration of a professional development website: An innovative approach to understanding the factors that motivate teachers to use Internet-based resources / Investigation de l’exploration par les enseignants d’un site Web","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Professional development; The Internet; Studio; Literacy; Humanities; Pedagogy; Psychology; Library science; Sociology; Multimedia; Computer science; World Wide Web; Art; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002016704,0.0001253261,0.0001853581,0.0008060655,0.0009434137,0.0001174785,0.000186752,0.0001846818,0.000004168954],"category_scores_gemma":[0.002546168,0.00009986872,0.00001902121,0.0009150863,0.000347254,0.0005286627,0.00002241283,0.0006542036,6.105979e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002960385,"about_ca_system_score_gemma":0.001286584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258817,"about_ca_topic_score_gemma":0.01151948,"domain_scores_codex":[0.998225,0.0007668735,0.0003214019,0.000172015,0.0002280873,0.0002866418],"domain_scores_gemma":[0.9988102,0.0001886099,0.0004321309,0.00006824609,0.0002010772,0.0002996914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005292337,0.00001053849,0.6814337,0.000006088834,0.00001959285,0.000001055911,0.3014023,0.001011094,0.001998791,0.001156401,0.00002131345,0.01293379],"study_design_scores_gemma":[0.00056708,0.0006023689,0.04579955,0.0007115799,0.00003483487,0.000006745543,0.9100555,0.002640667,0.007981919,0.002318481,0.02889207,0.0003892632],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758636,0.00001444403,0.01970915,0.004104018,0.00005630713,0.0001493468,8.722747e-7,0.00003094139,0.00007127918],"genre_scores_gemma":[0.9872644,0.000001605339,0.01251667,0.00005739784,0.00003567046,0.00000690821,0.000009203739,0.0000144587,0.00009367514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6356342,"threshold_uncertainty_score":0.7256071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0975924437401027,"score_gpt":0.2860039669071384,"score_spread":0.1884115231670357,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}