{"id":"W7021890374","doi":"","title":"Sources","year":2020,"lang":"fr","type":"book-chapter","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Commission; Quarter (Canadian coin)","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002323451,0.001070091,0.0009726341,0.0002197508,0.0004801242,0.0001652407,0.001141427,0.00314213,0.00210947],"category_scores_gemma":[0.0001360333,0.001231247,0.001134267,0.0003257244,0.0007673695,0.00002412819,0.0006661721,0.001323925,0.0006806735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003288737,"about_ca_system_score_gemma":0.0005684526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001508914,"about_ca_topic_score_gemma":0.0001636718,"domain_scores_codex":[0.996316,0.0002235624,0.0005685039,0.001476373,0.000532839,0.0008827554],"domain_scores_gemma":[0.9971315,0.00005532572,0.0006757875,0.0009342229,0.0003225673,0.0008805845],"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":[0.001040187,0.0003347712,0.003749572,0.0004564233,0.01717483,0.002363168,0.001135515,0.01242336,0.2502276,0.2288363,0.4232609,0.05899739],"study_design_scores_gemma":[0.001311827,0.0004141033,0.002455171,0.0002035436,0.00154858,0.0001808755,0.000695643,0.00036179,0.01029838,0.0002396785,0.9807561,0.001534312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08964761,0.0152008,0.0014202,0.05118165,0.001549282,0.001566761,0.001218028,0.0002836834,0.837932],"genre_scores_gemma":[0.5473017,0.001069909,0.0006717648,0.001096048,0.003270168,0.00000790639,0.001815383,0.0002096014,0.4445575],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5574952,"threshold_uncertainty_score":0.9990137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474904975145432,"score_gpt":0.2223563352770698,"score_spread":0.1976072855256155,"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."}}