{"id":"W1574981997","doi":"10.21432/t2pw2x","title":"Instructional Technology and Objectification","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Objectification; Humanities; Sociology; Pedagogy; Psychology; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01039923,0.001140251,0.0008745465,0.004837171,0.003618438,0.01768816,0.001966407,0.006247777,0.0111687],"category_scores_gemma":[0.01523932,0.0005630315,0.0009412065,0.003625575,0.05379491,0.01578735,0.006734369,0.005183048,0.002234593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007987995,"about_ca_system_score_gemma":0.004070571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952577,"about_ca_topic_score_gemma":0.0009030883,"domain_scores_codex":[0.9835309,0.01035698,0.001043348,0.001668714,0.002770148,0.0006298094],"domain_scores_gemma":[0.9803244,0.01441572,0.001257665,0.002207831,0.001414745,0.0003795159],"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":[0.000004304753,0.000008388426,0.00008608478,0.00009887908,0.000003988644,0.00004473961,0.003652112,0.0001146812,0.00005206022,0.9863555,0.001375418,0.008203933],"study_design_scores_gemma":[0.00002024215,0.00002865927,0.0002405456,0.0005764793,0.00001012139,0.0002923837,0.002181874,0.0002993919,0.0003829335,0.7082059,0.2877406,0.00002083009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006896333,0.03430447,0.1019603,0.0381176,0.001816439,0.000262984,0.0001271791,0.0003312479,0.8161834],"genre_scores_gemma":[0.6835293,0.03446072,0.08877128,0.01820229,0.003913507,0.001941219,0.0003184315,0.0006069358,0.1682563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01768816,"threshold_uncertainty_score":0.05795723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857353311347398,"score_gpt":0.2693056777167621,"score_spread":0.2507321446032881,"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."}}