{"id":"W4402208139","doi":"10.25071/2563-3694.130","title":"the fridge","year":2023,"lang":"en","type":"article","venue":"New Sociology Journal of Critical Praxis","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003986015,0.0001260001,0.0002495873,0.00001271998,0.0003412288,0.00002378984,0.0003633772,0.0002008728,0.0003877424],"category_scores_gemma":[0.003978436,0.00008460292,0.000206832,0.00006580409,0.0009898004,0.00005661682,0.00009991004,0.0006439872,0.00006839682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003939411,"about_ca_system_score_gemma":0.0001249604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000136673,"about_ca_topic_score_gemma":3.522901e-7,"domain_scores_codex":[0.9988579,0.00003135205,0.0004250842,0.0001252968,0.0002005465,0.0003597898],"domain_scores_gemma":[0.9967018,0.002653088,0.0001123731,0.0001884669,0.0001778789,0.0001663641],"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":[0.0003541423,0.0001460637,0.003636226,0.0003378835,0.0005271683,0.0005874312,0.003543214,0.000006513574,0.3077739,0.01005009,0.6603676,0.01266971],"study_design_scores_gemma":[0.001904806,0.0001849367,0.001452339,0.0001225648,0.0002203597,0.0007910421,0.00827373,0.00004471703,0.2148663,0.1661769,0.6054579,0.0005043725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8623493,0.005522146,0.0001251556,0.07361954,0.0007766801,0.00002461714,0.00002043195,0.0001042041,0.05745798],"genre_scores_gemma":[0.9921771,0.0002866616,0.00007302113,0.0001569699,0.001349473,0.000001792441,0.000002434601,0.00001037163,0.005942193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1561268,"threshold_uncertainty_score":0.4762847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807171062441361,"score_gpt":0.3327026427072691,"score_spread":0.3046309320828555,"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."}}