{"id":"W4251009197","doi":"10.1090/car/036/20","title":"The miracle octad generator","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œCarus mathematical monographs","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Miracle; Generator (circuit theory); Philosophy; Physics; Power (physics); Thermodynamics; Theology","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":[0.0003886608,0.0004810489,0.0005018488,0.0008809995,0.00124314,0.002177749,0.0006707026,0.0008573426,0.02014356],"category_scores_gemma":[0.001845875,0.0003267749,0.0004512655,0.0006756693,0.002538265,0.003135529,0.001527873,0.002433495,0.007631004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007597061,"about_ca_system_score_gemma":0.0005914369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005984748,"about_ca_topic_score_gemma":0.0004923278,"domain_scores_codex":[0.9996415,0.00009382526,0.00001467055,0.00007997138,0.0001265119,0.00004344616],"domain_scores_gemma":[0.9996893,0.00009299884,0.00001568878,0.00009004743,0.00007892679,0.00003306029],"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":[0.000009894042,0.000002721142,0.00001572431,0.000009268278,0.000001045993,0.00001351518,0.00004297182,0.0001212124,0.0001602931,0.9792433,0.007694477,0.01268544],"study_design_scores_gemma":[0.000006034837,0.000006557661,0.00002688325,0.00001201373,0.000001556931,0.0000595708,0.00001849078,0.0009454179,0.0003415323,0.9173829,0.08119295,0.000006053605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01108591,0.003256703,0.1418435,0.003574316,0.003089464,0.00004009259,0.0003113139,0.0007188286,0.8360799],"genre_scores_gemma":[0.3520823,0.002920053,0.04751315,0.003066289,0.002778086,0.0001516487,0.0005803232,0.001195842,0.5897123],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02014356,"threshold_uncertainty_score":0.06738693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320118899806459,"score_gpt":0.2283685722502468,"score_spread":0.2151673832521822,"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."}}