{"id":"W4235572942","doi":"10.1007/978-3-540-70829-2_1","title":"Introduction","year":2008,"lang":"en","type":"book-chapter","venue":"Studies in computational intelligence","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Converse; Antipodal point; Opposition (politics); Omnipresence; Epistemology; Philosophy; Linguistics; Sociology; Mathematics; Political science; Politics; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006973243,0.0007458815,0.0004513786,0.001302396,0.001318894,0.004056753,0.001772305,0.00177577,0.5612754],"category_scores_gemma":[0.002908884,0.000278184,0.0004632772,0.001360367,0.0007286907,0.003388292,0.00218781,0.001818564,0.4429563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288154,"about_ca_system_score_gemma":0.001720523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222801,"about_ca_topic_score_gemma":0.003471888,"domain_scores_codex":[0.9993825,0.00007468812,0.00002508538,0.0001327577,0.0003123518,0.000072472],"domain_scores_gemma":[0.9989849,0.0001600884,0.00003648147,0.0001618296,0.0004693214,0.0001874658],"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":[0.00002097329,0.000032682,0.0001055282,0.0001446053,0.000002202143,0.00004850018,0.0002132322,0.0001195168,0.0003314501,0.07330065,0.7722493,0.1534315],"study_design_scores_gemma":[0.000001320796,0.000003922233,0.00005028057,0.00004531528,5.761607e-7,0.00002838421,0.00003269558,0.0000161375,0.00004774226,0.004901312,0.9948703,0.000001984694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003967552,0.002124649,0.005654252,0.003390559,0.003997911,0.0001229172,0.001855638,0.0007909085,0.9816664],"genre_scores_gemma":[0.002008436,0.001683557,0.00247861,0.0014976,0.0007705278,0.00008172215,0.001617118,0.0002731874,0.9895892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4387246,"threshold_uncertainty_score":0.6257874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07445513399101862,"score_gpt":0.3399006893468916,"score_spread":0.265445555355873,"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."}}