{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001559404,0.000597989,0.0004160909,0.001214312,0.01201893,0.009279535,0.0009445291,0.001523905,0.03247522],"category_scores_gemma":[0.002879768,0.0001870549,0.0002119609,0.001483669,0.01721605,0.005376608,0.009245269,0.004288813,0.00414866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003905775,"about_ca_system_score_gemma":0.003005074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518862,"about_ca_topic_score_gemma":0.01838009,"domain_scores_codex":[0.9981293,0.0006711598,0.0000518732,0.00027587,0.0004489112,0.0004228814],"domain_scores_gemma":[0.9989592,0.0002405452,0.00007764527,0.0002692887,0.0002100569,0.0002432106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002758862,0.00002240432,0.001036466,0.0000757468,0.00000897729,0.0002978339,0.1142744,0.00005658546,0.0003717272,0.8118244,0.0338274,0.03817651],"study_design_scores_gemma":[0.000004368451,0.00001935484,0.001030527,0.0002342933,0.000005233354,0.0002296924,0.05226527,0.00004956681,0.0002227153,0.0458802,0.9000464,0.00001234483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03231138,0.004067788,0.001390761,0.01596882,0.00131782,0.0000272258,0.00009172276,0.00008230589,0.9447422],"genre_scores_gemma":[0.7003945,0.004248946,0.001075757,0.01134522,0.000579986,0.00006936672,0.0001586646,0.000250875,0.2818768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03247522,"threshold_uncertainty_score":0.1086404,"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."}}