{"id":"W2798143792","doi":"10.1177/0191453718768344","title":"Open thinking","year":2018,"lang":"en","type":"article","venue":"Philosophy & Social Criticism","topic":"Critical Theory and Philosophy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Negation; Epistemology; Philosophy; Reading (process); Sociology; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001582103,0.0001932659,0.0003091269,0.00006977921,0.004581694,0.0005748286,0.001572137,0.0002143668,0.002544254],"category_scores_gemma":[0.0005783914,0.0002123832,0.0001719958,0.0004465232,0.002293969,0.0007275565,0.000456023,0.0003026263,0.0009457283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000927,"about_ca_system_score_gemma":0.0001188331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003621497,"about_ca_topic_score_gemma":0.0001367207,"domain_scores_codex":[0.9974249,0.0005518377,0.0003018444,0.0004286938,0.0006266665,0.0006660806],"domain_scores_gemma":[0.9987369,0.0003521343,0.00005574052,0.0002394565,0.0003538777,0.0002619404],"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":[0.00004208512,0.0001009944,0.00002737803,0.0000112392,0.00001820099,0.00001194558,0.01806303,1.333447e-8,0.00005280551,0.9785866,0.001740799,0.001344935],"study_design_scores_gemma":[0.0002319284,0.00006289958,0.00003653912,0.00002340933,0.00002259891,8.40959e-7,0.0009082545,9.240855e-7,0.00009205162,0.7822385,0.2161515,0.0002305026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003388134,0.00006728507,0.0002038733,0.07704719,0.00102754,0.0003670367,0.00002590207,0.0002124393,0.9176606],"genre_scores_gemma":[0.9732109,0.000008338983,0.0003754561,0.01042801,0.01493523,0.00003382693,0.000005392453,0.00003304222,0.0009698244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9698228,"threshold_uncertainty_score":0.9998322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201415342941468,"score_gpt":0.4297368056626307,"score_spread":0.309595271368484,"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."}}