{"id":"W2754038941","doi":"10.26443/el.v32i1.265","title":"Funny, You Don’t Look 100!","year":2017,"lang":"en","type":"article","venue":"Education Libraries","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Centennial; Association (psychology); History; Division (mathematics); Reflection (computer programming); Epistemology; Philosophy; Computer science; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001704271,0.001039985,0.0006868607,0.001113272,0.009458985,0.01171529,0.001217258,0.003211123,0.1802918],"category_scores_gemma":[0.01339078,0.0004495779,0.00062344,0.0008838653,0.004264967,0.01427259,0.007200446,0.008868873,0.1395395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311884,"about_ca_system_score_gemma":0.001688808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004231431,"about_ca_topic_score_gemma":0.009188874,"domain_scores_codex":[0.9979963,0.0006728012,0.00005186985,0.0002162145,0.0005926805,0.0004701545],"domain_scores_gemma":[0.9936738,0.0006280827,0.0003294977,0.0004399533,0.001700275,0.003228277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001978025,0.00003374529,0.0006443764,0.00008580635,0.000006811727,0.0001349523,0.00349699,0.00001415212,0.0001740508,0.006310128,0.9593009,0.02977824],"study_design_scores_gemma":[0.000003564581,0.00001675147,0.000352316,0.0001166932,0.000002872293,0.0002090587,0.005233415,0.0000167269,0.00005831502,0.001914616,0.9920601,0.00001560313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00830377,0.00873852,0.003979605,0.3058893,0.0526511,0.0001247641,0.0006216832,0.002728006,0.6169633],"genre_scores_gemma":[0.04658923,0.003955515,0.002276092,0.0922743,0.005221708,0.0001278024,0.0003749754,0.001457383,0.847723],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1802918,"threshold_uncertainty_score":0.603136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09209005416684035,"score_gpt":0.3880435595688231,"score_spread":0.2959535054019827,"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."}}