{"id":"W1979748362","doi":"10.1080/00336297.2004.10491830","title":"Thoughtful Decision Makingin Physical Education: A Modest Proposal","year":2004,"lang":"en","type":"article","venue":"Quest","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Windsor","keywords":"Schema (genetic algorithms); Construct (python library); Psychology; Physical education; Engineering ethics; Mathematics education; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.02088836,0.0009147444,0.0009293659,0.003026923,0.004067342,0.01090781,0.00415406,0.009447233,0.01146392],"category_scores_gemma":[0.0220277,0.0006303498,0.001333949,0.002176824,0.06807618,0.02976705,0.008333256,0.01073279,0.002838464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005118831,"about_ca_system_score_gemma":0.008840714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002916225,"about_ca_topic_score_gemma":0.001898055,"domain_scores_codex":[0.9916233,0.004488095,0.0003739321,0.001226597,0.001799404,0.0004885996],"domain_scores_gemma":[0.9815874,0.01099543,0.00129602,0.002394725,0.00248524,0.001241203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001501374,0.00003714182,0.0001699006,0.00007736305,0.000003302144,0.00003629555,0.001027226,0.0001197965,0.00003579949,0.9918024,0.001995861,0.004679869],"study_design_scores_gemma":[0.0000263785,0.00002433608,0.0002068614,0.0001769415,0.000005476043,0.00006898,0.001104107,0.000559432,0.00006466219,0.9718775,0.02587032,0.00001504824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01799999,0.01563733,0.0829269,0.7739046,0.004181272,0.0003508524,0.0001573887,0.0001960436,0.1046457],"genre_scores_gemma":[0.7439296,0.02683252,0.09363738,0.083142,0.01270231,0.002557055,0.0002385465,0.0001428052,0.03681779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02088836,"threshold_uncertainty_score":0.1104695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05855322052949075,"score_gpt":0.5097564923259822,"score_spread":0.4512032717964914,"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."}}