{"id":"W2736036251","doi":"","title":"Peters & TOZZI’S Scientific Results: an Overview","year":2017,"lang":"en","type":"preprint","venue":"viXra","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Czech; Metaphor; Space (punctuation); Topology (electrical circuits); Computer science; Geography; Epistemology; Mathematics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000612397,0.0002873687,0.0003240524,0.0002341125,0.0002321604,0.001082472,0.001210791,0.0002574367,0.0001435947],"category_scores_gemma":[0.0001184625,0.0002833515,0.0001558759,0.00008229816,0.0001092482,0.0001759668,0.0006293405,0.0007689632,0.0004535559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299517,"about_ca_system_score_gemma":0.0001154556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001061759,"about_ca_topic_score_gemma":0.00006089852,"domain_scores_codex":[0.9980792,0.00004587744,0.0002856995,0.0006108081,0.0004625577,0.0005158175],"domain_scores_gemma":[0.9973722,0.00003423331,0.00006224414,0.002201447,0.00009726156,0.0002326155],"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":[0.0001783047,0.0004068894,0.003320894,0.008999641,0.001124247,0.0006903659,0.00691872,0.04259889,0.03875401,0.002534424,0.5087167,0.3857569],"study_design_scores_gemma":[0.001107317,0.0001012744,0.01608565,0.001444973,0.00007878623,0.00001635677,0.00007752012,0.03874856,0.00645794,0.002228276,0.9321879,0.001465431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.806031,0.03409399,0.00005719871,0.0005984797,0.01740782,0.001593008,0.001603859,0.00221903,0.1363956],"genre_scores_gemma":[0.9920123,0.001761973,0.000633915,0.0000250474,0.0005738506,0.00006424737,0.0003906219,0.00008652922,0.004451562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4234712,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371937454620689,"score_gpt":0.3612779165048071,"score_spread":0.2240841710427382,"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."}}