{"id":"W1534184731","doi":"","title":"Teacher as Planner and Presenter: A Diagnostic CD ROM Resource","year":2004,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"","keywords":"CD-ROM; Planner; Computer science; Resource (disambiguation); Multimedia; Artificial intelligence; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00108548,0.0009816904,0.0007446344,0.004560934,0.001478614,0.001720233,0.001723117,0.001225199,0.6267383],"category_scores_gemma":[0.008373822,0.0007992953,0.0002504376,0.001716995,0.0002912121,0.002249551,0.001981443,0.0008959626,0.3612905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008265573,"about_ca_system_score_gemma":0.002570956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002993024,"about_ca_topic_score_gemma":0.008425856,"domain_scores_codex":[0.999278,0.0001502552,0.00006379454,0.00004603738,0.0003865652,0.0000753671],"domain_scores_gemma":[0.9924638,0.002817233,0.0004085038,0.0006921819,0.002169011,0.001449198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001323786,0.0001234917,0.0001677492,0.00009465864,7.903694e-7,0.000148518,0.00005887997,0.00006257342,0.0008249874,0.0002014735,0.8732315,0.1249531],"study_design_scores_gemma":[0.0001104014,0.00009774159,0.0008450098,0.00009198555,0.000005736478,0.0003909215,0.0002955839,0.0006984404,0.001773123,0.0006523204,0.9950168,0.00002196594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.008566475,0.001182548,0.03113477,0.01079302,0.00684274,0.004160583,0.02832042,0.04367997,0.8653195],"genre_scores_gemma":[0.01331831,0.0006974807,0.02294451,0.001183229,0.001031611,0.0008078493,0.007114171,0.005028755,0.947874],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6267383,"threshold_uncertainty_score":0.5324125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758695220952,"score_gpt":0.3266284289654862,"score_spread":0.3090414767559662,"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."}}