{"id":"W2020082464","doi":"10.1101/gr.10.3.271","title":"Unlimited Hypothesis Research","year":2000,"lang":"en","type":"letter","venue":"Genome Research","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Biology; Evolutionary biology; Computational biology; Genetics","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":[0.008603643,0.0007000437,0.001223721,0.001064024,0.003247293,0.004900379,0.003503723,0.02303459,0.04036324],"category_scores_gemma":[0.03638417,0.0005056016,0.001099544,0.0003875805,0.01031691,0.008169761,0.003604149,0.02942565,0.02364621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003243591,"about_ca_system_score_gemma":0.001800255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081229,"about_ca_topic_score_gemma":0.001891436,"domain_scores_codex":[0.9946529,0.001287717,0.0002579977,0.001160355,0.002251656,0.0003893955],"domain_scores_gemma":[0.9774089,0.01357689,0.0006148124,0.003391976,0.003148229,0.001859066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007824463,0.00005009127,0.0002235643,0.00005443665,0.00002554599,0.0004421321,0.000106862,0.00005883463,0.0002464187,0.1619807,0.8224168,0.01431643],"study_design_scores_gemma":[0.00008419845,0.00001991492,0.0002627169,0.0001469394,0.00002266242,0.0004956173,0.0001164483,0.0003211754,0.0003203558,0.3092335,0.6889528,0.00002361203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009512198,0.003388683,0.00307769,0.8523123,0.05129604,0.00003399717,0.0001457148,0.0001318315,0.0886624],"genre_scores_gemma":[0.02641942,0.002027726,0.002625945,0.7731069,0.05687402,0.0001351159,0.0001712123,0.0001106746,0.138529],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04036324,"threshold_uncertainty_score":0.1350284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2202328574040857,"score_gpt":0.4052625696641651,"score_spread":0.1850297122600794,"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."}}