{"id":"W1895147320","doi":"","title":"Teacher-Mentors and Professional Development in New Brunswick's Dedicated Notebook Laptop Computer Project","year":2007,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Allison University; St. Francis Xavier University","funders":"","keywords":"Laptop; Professional development; Medical education; Pedagogy; Psychology; Computer science; Medicine; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003318522,0.0002526226,0.0001476855,0.000674871,0.0100001,0.00318397,0.00202761,0.001465146,0.01507843],"category_scores_gemma":[0.00328147,0.0003781442,0.0001159945,0.0007208301,0.001658908,0.001129962,0.004375113,0.002404662,0.001157445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02701237,"about_ca_system_score_gemma":0.1036781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6620829,"about_ca_topic_score_gemma":0.9345569,"domain_scores_codex":[0.9981881,0.0004905051,0.00004093564,0.000122212,0.0002137158,0.000944549],"domain_scores_gemma":[0.9912955,0.0006538754,0.0001285,0.0001897186,0.0007420909,0.006990306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002285911,0.004120438,0.1195445,0.0002749272,0.00003463466,0.008520061,0.1233276,0.00144935,0.01403978,0.0559455,0.2143545,0.4561028],"study_design_scores_gemma":[0.0002091585,0.0006052953,0.1947985,0.0001694638,0.0000192003,0.000538651,0.1555073,0.000838502,0.006397959,0.001556553,0.6392764,0.00008290462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8727707,0.001270267,0.0008490205,0.03364537,0.000493384,0.0004666183,0.0006129243,0.0001476369,0.08974425],"genre_scores_gemma":[0.6116474,0.0006385461,0.001472939,0.001387477,0.00002589517,0.0001682196,0.0003117752,0.00008543594,0.3842624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6620829,"threshold_uncertainty_score":0.6798144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03126993582263429,"score_gpt":0.3048444953176922,"score_spread":0.2735745594950579,"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."}}