{"id":"W2354978653","doi":"","title":"The analysis of the design thought of Canada science teaching material","year":2004,"lang":"en","type":"article","venue":"Subject Education","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Engineering ethics; Science education; Teaching method; Epistemology; Sociology; Engineering; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002541705,0.00006442671,0.0001022229,0.0001421232,0.0005472598,0.00008604403,0.001214721,0.00001620508,0.000005153784],"category_scores_gemma":[0.0004674383,0.00003799149,0.00005065099,0.001784211,0.0001333907,0.0001720888,0.0000750855,0.00009387095,3.259525e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373462,"about_ca_system_score_gemma":0.008222829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08519142,"about_ca_topic_score_gemma":0.01740452,"domain_scores_codex":[0.9986741,0.000383444,0.0002210635,0.0001731601,0.0003912639,0.0001569895],"domain_scores_gemma":[0.9986979,0.0002204697,0.0002130738,0.0006813352,0.0001447402,0.00004249646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001485615,0.00045524,0.007377913,0.00002549362,0.0002200443,1.485909e-7,0.02816784,0.01012352,0.05313462,0.7990232,0.001471788,0.0999854],"study_design_scores_gemma":[0.0001553779,0.00003524865,0.6040705,0.0000458717,0.0001792765,0.000004896449,0.001514528,0.00183802,0.3753432,0.01198811,0.004586541,0.0002384186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8014677,0.00005422241,0.1887095,0.003394199,0.004366939,0.0001859578,0.000001781085,0.00001893266,0.001800847],"genre_scores_gemma":[0.9512268,0.00000156983,0.04834969,0.00009835391,0.00004689732,0.000008607015,6.253957e-7,0.000002696381,0.0002647454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.787035,"threshold_uncertainty_score":0.9973996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320602545221035,"score_gpt":0.3005953485145665,"score_spread":0.2873893230623562,"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."}}