{"id":"W3140912658","doi":"10.29173/iasl7761","title":"The learning ecology of Web 2.0 tool use by teacher librarian candidates","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enthusiasm; World Wide Web; Web 2.0; The Internet; Computer science; Multimedia; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001128019,0.00009671746,0.0002356725,0.002935137,0.001352982,0.002483152,0.0003459504,0.000454786,0.004541899],"category_scores_gemma":[0.005786906,0.0002531523,0.0002141978,0.001410178,0.0007215525,0.001215878,0.001501532,0.0005752476,0.0007028402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008897713,"about_ca_system_score_gemma":0.001384466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262479,"about_ca_topic_score_gemma":0.02772971,"domain_scores_codex":[0.9983464,0.0005485268,0.0002054605,0.0001964546,0.0003455926,0.0003575516],"domain_scores_gemma":[0.9912239,0.003082045,0.002589347,0.0002347629,0.001351462,0.001518594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005811185,0.0001543458,0.9534741,0.00003626663,0.00000711382,0.0002398668,0.02644627,0.00003384557,0.0009317918,0.0001693226,0.0003779001,0.018071],"study_design_scores_gemma":[0.000002412323,0.0001419129,0.9434047,0.00002820747,0.000003805576,0.0002455767,0.05400161,0.000100675,0.0002091793,0.00003795709,0.00181128,0.00001275448],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985844,0.00003481347,0.00004796563,0.00008891897,0.000001130745,0.000009416077,0.00003926191,0.000004367576,0.001189803],"genre_scores_gemma":[0.9986269,0.00006534381,0.00008475332,0.00003737665,0.00000252215,0.00001558831,0.0000676985,0.00000481858,0.001095012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262479,"threshold_uncertainty_score":0.02510262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853800863863755,"score_gpt":0.2813334222904548,"score_spread":0.2627954136518173,"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."}}