{"id":"W4200280374","doi":"10.2307/j.ctv1zvccnm.9","title":"RELEASE","year":2021,"lang":"en","type":"book-chapter","venue":"Collapse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.0001150089,0.0004242703,0.0005014702,0.0001891405,0.00008102646,0.00007607978,0.0002743007,0.0004598695,0.01207234],"category_scores_gemma":[0.0001287855,0.0004801299,0.0002717932,0.00006994242,0.0001120263,0.00004708676,0.0002080264,0.0004341411,0.08609658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000318774,"about_ca_system_score_gemma":0.0005418397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006255836,"about_ca_topic_score_gemma":0.00006915653,"domain_scores_codex":[0.9983218,0.00002120817,0.0003080009,0.000596837,0.0004663655,0.0002858158],"domain_scores_gemma":[0.9980934,0.00006211716,0.0002090585,0.001104677,0.0002901409,0.0002406537],"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":[0.00004203624,0.000018657,0.000002535731,0.00003524846,0.0001194474,0.001724547,0.0000283778,0.000003128602,0.0002645817,0.2477729,0.7489799,0.001008626],"study_design_scores_gemma":[0.0003513189,0.00002596317,0.000005777219,0.0001947563,0.0001407716,0.00005397705,0.000005784401,0.000007177913,0.0001317664,0.00536604,0.9932081,0.0005085901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006196772,0.006672541,0.000002333221,0.00008370713,0.0005770823,0.0003081705,0.0005650723,0.0002871967,0.9914419],"genre_scores_gemma":[0.0005725685,0.000191436,0.0001795894,0.0002467521,0.0005918906,0.0000162764,0.0003960073,0.0004683235,0.9973372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2442282,"threshold_uncertainty_score":0.999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241135607735923,"score_gpt":0.2415219207657011,"score_spread":0.2174083599921088,"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."}}