{"id":"W4406625210","doi":"10.29173/cons29543","title":"Crush Culture","year":2025,"lang":"en","type":"article","venue":"Constellations","topic":"Plant Physiology and Cultivation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political 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":[0.0000226043,0.00004034728,0.00005537293,0.000004692588,0.0002753524,0.00001065783,0.00005184955,0.00003877044,0.0002836391],"category_scores_gemma":[0.00002456517,0.00001381707,0.00002788155,0.0002024974,0.00004905639,0.00003037534,0.00002132007,0.00003949274,0.00006127628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003579681,"about_ca_system_score_gemma":0.00000388802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003828684,"about_ca_topic_score_gemma":0.00003215571,"domain_scores_codex":[0.9997391,0.00001648681,0.00006782763,0.00008509395,0.00002574492,0.00006572381],"domain_scores_gemma":[0.9998026,0.000111691,0.00001666801,0.00001834498,0.00003871934,0.00001198257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001386871,0.00007033032,0.07133296,0.000004186499,0.00007036052,9.883657e-7,0.0001481434,0.00001998851,0.5765536,0.1073237,0.1707515,0.07371034],"study_design_scores_gemma":[0.00005863515,0.00001032419,0.4164761,0.00001204932,0.000009139754,9.596266e-7,0.0003703896,0.00001966462,0.001166474,0.004936039,0.5768734,0.0000667862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6367729,0.0004311223,0.00002961705,0.002204638,0.000148346,0.00009744641,0.00003821796,0.00009473251,0.3601829],"genre_scores_gemma":[0.9929326,0.00003400034,0.00002710067,0.0005986332,0.00003717815,0.000004450998,0.00004749739,5.964959e-8,0.006318442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5753871,"threshold_uncertainty_score":0.3105649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164391958763636,"score_gpt":0.226048962600252,"score_spread":0.2144050430126156,"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."}}