{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004856351,0.0001842158,0.0001499501,0.000355007,0.0005820609,0.0002376383,0.0005530985,0.0005272615,0.000416523],"category_scores_gemma":[0.002154758,0.000195556,0.0001280149,0.0003651489,0.0006270776,0.001225033,0.00007373303,0.0004306199,0.0001277674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004359012,"about_ca_system_score_gemma":0.001131388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006436471,"about_ca_topic_score_gemma":0.000328779,"domain_scores_codex":[0.9986524,0.00003348253,0.0004281446,0.0002606963,0.0003342527,0.0002909999],"domain_scores_gemma":[0.9984788,0.0001310018,0.0003119704,0.0002463972,0.0007319401,0.00009992738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001458565,0.0002447075,0.00686719,0.00001442351,0.00007837218,7.608094e-8,0.02589636,0.000005248265,0.000072963,0.8974162,0.02957968,0.03981013],"study_design_scores_gemma":[0.0007472443,0.00007881113,0.002718736,0.00007830789,0.00003857391,0.00001349488,0.1626162,0.00006238476,0.0003082472,0.1147344,0.7183207,0.0002828512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5341709,0.0003518626,0.01512948,0.3158331,0.00213862,0.00217117,0.00006289807,0.001433371,0.1287086],"genre_scores_gemma":[0.986208,0.0002277067,0.004113026,0.00200481,0.0002615454,0.0008226951,0.0003527316,0.00001320377,0.005996253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7826818,"threshold_uncertainty_score":0.7974542,"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."}}