{"id":"W7052805536","doi":"","title":"SOURCE ROCK POTENTIAL OF MONTNEY FORMATION, NORTHEASTERN BRITISH COLUMBIA, CANADA, BY GEOCHEMICAL AND ARTIFICIAL INTELLIGENCE METHODS","year":2022,"lang":"en","type":"other","venue":"UTPedia (Universiti Teknologi Petronas)","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Applications of artificial intelligence; Artificial neural network; Prospection; Feature (linguistics)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001158177,0.0001993788,0.0005699363,0.0001919478,0.0002136811,0.00006539333,0.000191215,0.0002658243,0.01775463],"category_scores_gemma":[0.0000674011,0.0003178784,0.0001586034,0.0002900326,0.0001447277,0.00007100347,0.0002212545,0.0004396155,0.00001024155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550323,"about_ca_system_score_gemma":0.0003058144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5638806,"about_ca_topic_score_gemma":0.7790352,"domain_scores_codex":[0.9983947,0.000119623,0.0003147789,0.0004265404,0.0004277879,0.0003165367],"domain_scores_gemma":[0.9990575,0.00005389738,0.0003218612,0.0002675494,0.00009067314,0.0002085598],"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":[0.00005315935,0.0002007593,0.002618095,0.0002499191,0.000340971,0.0003612194,0.00008107669,0.00003528046,0.0011557,0.00002430889,0.9636372,0.03124234],"study_design_scores_gemma":[0.001888913,0.0006188792,0.001201711,0.0008977553,0.002074518,0.0013318,0.02664791,0.01607843,0.0008552002,0.0003482614,0.9461955,0.001861085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5297914,0.006673592,0.2021043,0.004257045,0.0007280941,0.002286795,0.009552622,0.00114408,0.2434621],"genre_scores_gemma":[0.2604319,0.0004997202,0.004055509,0.0005818303,0.0003803193,0.00001668476,0.003455434,0.0002427876,0.7303358],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4868738,"threshold_uncertainty_score":0.9999273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008388885361757551,"score_gpt":0.2251595574396573,"score_spread":0.2167706720778998,"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."}}