{"id":"W2794193917","doi":"10.13140/rg.2.1.1577.0089","title":"THE LOGIC OF CONSENSUS ON THE FOUNDATIONS OF SCIENCE EDUCATION IN CANADA: A DELPHI STUDY","year":2014,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delphi method; Delphi; Engineering ethics; Epistemology; Political science; Computer science; Engineering; Philosophy; Artificial intelligence; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1706884,0.0007914308,0.001093642,0.006085858,0.0404126,0.01477224,0.004515921,0.004781304,0.002152992],"category_scores_gemma":[0.1785015,0.001530343,0.0007991753,0.007815145,0.0327479,0.006664062,0.0172062,0.006613785,0.000261903],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1363979,"about_ca_system_score_gemma":0.3319289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8187869,"about_ca_topic_score_gemma":0.7168972,"domain_scores_codex":[0.808203,0.1231239,0.006923747,0.006532626,0.02801496,0.02720166],"domain_scores_gemma":[0.8162273,0.1060163,0.005435115,0.004086267,0.05468442,0.0135506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001306425,0.00007622048,0.01197808,0.0003221116,0.00002472738,0.0004268149,0.9349031,0.0006551663,0.0007508966,0.03089949,0.003190105,0.01664252],"study_design_scores_gemma":[0.00001962095,0.00004774501,0.004836281,0.0003774455,0.000008941033,0.00005201527,0.9764257,0.0012233,0.000226739,0.003606897,0.0131035,0.00007187491],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8971372,0.001206742,0.01118113,0.05265867,0.0002824913,0.003217019,0.000212841,0.00006166661,0.03404238],"genre_scores_gemma":[0.9927616,0.0003934139,0.00320949,0.001736464,0.00001064722,0.0005750672,0.00003452976,0.00001674921,0.00126204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8636022,"threshold_uncertainty_score":0.9896404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07062386749474764,"score_gpt":0.3596148573388791,"score_spread":0.2889909898441315,"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."}}