{"id":"W4254040634","doi":"10.7834/phoenix.70.1-2.0213","title":"","year":2016,"lang":"","type":"article","venue":"Phoenix","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003298893,0.002015976,0.001699281,0.0008813587,0.0009961042,0.0004248344,0.002828068,0.0005573526,0.004494836],"category_scores_gemma":[0.004163534,0.001302302,0.001140419,0.002653781,0.002607496,0.004814138,0.001584001,0.0005230955,0.1087253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554418,"about_ca_system_score_gemma":0.0007842783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003577262,"about_ca_topic_score_gemma":0.0003654769,"domain_scores_codex":[0.9833439,0.001866151,0.002621123,0.003530026,0.002686559,0.005952218],"domain_scores_gemma":[0.9875034,0.002158625,0.001389106,0.004960315,0.001036938,0.002951628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003427275,0.001167512,0.08149377,0.00004486325,0.0004642126,0.000288726,0.007455823,0.00000370263,0.6961713,0.001295841,0.003871056,0.2043159],"study_design_scores_gemma":[0.02173276,0.001191501,0.1563018,0.001379379,0.0005304431,0.0003107138,0.0002970821,0.00004035306,0.7082585,0.005166427,0.1022479,0.00254324],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696553,0.002425426,0.002783279,0.01698114,0.002552332,0.001648534,0.001719045,0.001135105,0.001099864],"genre_scores_gemma":[0.9929715,0.0007841894,0.0004930959,0.0007894391,0.001737515,0.0002230011,0.00000380217,0.00109089,0.001906617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2017727,"threshold_uncertainty_score":0.9992583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076957976411066,"score_gpt":0.2575589077439178,"score_spread":0.2367893279798071,"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."}}