{"id":"W4391730185","doi":"10.1007/978-3-031-17299-1_3934","title":"Heraclitus","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Philosophy","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":[0.0005520315,0.0006784604,0.0005106618,0.001380811,0.003997217,0.005144263,0.0008189724,0.002485103,0.1149733],"category_scores_gemma":[0.001757784,0.0002971264,0.0002605958,0.001274017,0.002750393,0.003819005,0.001967353,0.003818092,0.04334567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002593921,"about_ca_system_score_gemma":0.001609767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005867013,"about_ca_topic_score_gemma":0.01397749,"domain_scores_codex":[0.9994835,0.000169237,0.00001261497,0.00009757309,0.0001718501,0.00006527249],"domain_scores_gemma":[0.9996531,0.0001520868,0.00001594563,0.00004424947,0.00008966182,0.00004496113],"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":[0.00001636268,0.00002147782,0.00007559775,0.00005476578,0.0000024315,0.0000553844,0.001380251,0.00006169856,0.00007092344,0.4724946,0.4871528,0.03861377],"study_design_scores_gemma":[0.000002590712,0.000003468711,0.0000614229,0.00009617604,0.000001494443,0.0000461235,0.0003806336,0.00004726586,0.00004378391,0.03463622,0.964678,0.00000282277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005414123,0.007712097,0.0009378472,0.01004348,0.003635671,0.00001627955,0.00009088023,0.00005938636,0.976963],"genre_scores_gemma":[0.007055037,0.002289308,0.0002868881,0.00314191,0.0007081794,0.00002974637,0.00004720231,0.00007849884,0.9863632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1149733,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1616116174856665,"score_gpt":0.3593524308571386,"score_spread":0.1977408133714721,"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."}}