{"id":"W1503527059","doi":"","title":"Possibilism and Reflections on Total Systems","year":2006,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003193004,0.00004184113,0.00004912892,0.00001514843,0.0005385053,0.00006643124,0.00006437705,0.00005874791,0.00002088085],"category_scores_gemma":[0.00005090695,0.0000265734,0.00002357655,0.0000589055,0.0003374596,0.00004915543,0.00001231666,0.0001342664,0.00006852324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002684514,"about_ca_system_score_gemma":0.00002171098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003322623,"about_ca_topic_score_gemma":0.0003524983,"domain_scores_codex":[0.9993947,0.0001388222,0.00006951963,0.00008268904,0.0001416056,0.0001726233],"domain_scores_gemma":[0.9996072,0.0002203311,0.00001376095,0.0001008649,0.00001510289,0.00004273053],"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":[0.000004135586,0.00001086722,0.00002779661,0.000001850181,0.000002230146,7.008417e-7,0.00170403,0.000006528397,0.00004187577,0.997837,0.0003100256,0.00005295213],"study_design_scores_gemma":[0.0001686774,0.00007743009,0.008351502,0.0000223278,0.00001791726,0.000006828437,0.001173745,0.00004231753,0.00004803191,0.9513962,0.03855684,0.0001381673],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3774557,0.00005208212,0.00001070128,0.01506374,0.0003497911,0.00008880382,0.00000437127,0.0000493554,0.6069254],"genre_scores_gemma":[0.9930668,0.000004124147,0.000007667761,0.0005464868,0.000852493,0.000005267124,4.432926e-7,0.000003494952,0.005513224],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6156111,"threshold_uncertainty_score":0.5022835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06828492804053926,"score_gpt":0.3596675198728347,"score_spread":0.2913825918322955,"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."}}