{"id":"W6917812839","doi":"10.57907/mirri/tynpts","title":"MIRRI0095463","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Halobacterium salinarum; Bacteria; Taxon","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":["insufficient_payload"],"category_scores_codex":[0.002909939,0.0004992317,0.0005636768,0.0004045762,0.0003352905,0.00005408633,0.0008498767,0.0004398024,0.9958014],"category_scores_gemma":[0.0006242276,0.0005001285,0.0002582542,0.0003795952,0.00007835708,0.00002825879,0.0002950994,0.003223292,0.4223629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001678376,"about_ca_system_score_gemma":0.0001523086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001368768,"about_ca_topic_score_gemma":0.00001721528,"domain_scores_codex":[0.9938005,0.00361408,0.0005979507,0.0008801296,0.0004534604,0.0006538659],"domain_scores_gemma":[0.9972948,0.0006867133,0.0005128614,0.00132197,0.00007276607,0.0001108646],"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":[0.00007281481,0.0003245953,0.00009174422,0.000031106,0.0002374277,0.0003299731,0.0005326283,0.000008738909,0.00002277713,0.0002712147,0.9918364,0.0062406],"study_design_scores_gemma":[0.0005915387,0.0001099797,0.0003592616,0.00002582346,0.00009795049,0.00007268906,0.0003693949,0.000001036075,0.000006357192,0.0001444497,0.9977036,0.0005179516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002440657,0.0008351936,0.0002945754,0.0006969635,0.006186989,0.0002498005,0.9905,0.0002271475,0.0007652171],"genre_scores_gemma":[0.00001679397,0.00002351485,0.001030994,0.001611572,0.001101596,0.0001229139,0.9455591,0.00007684476,0.05045667],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5734385,"threshold_uncertainty_score":0.999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04406690768171789,"score_gpt":0.38626035188167,"score_spread":0.3421934441999521,"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."}}