{"id":"W4324032753","doi":"10.32920/22264021","title":"Meat-ing Demand: Is In Vitro Meat a Pragmatic, Problematic, or Paradoxical Solution?","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Scrutiny; Deliberation; Warrant; Animal welfare; Production (economics); Unintended consequences; Consumption (sociology); Business; Population; Public policy; Animal husbandry; Public economics; Economics; Political science; Medicine; Environmental health; Biology; Economic growth; Sociology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01531801,0.0004495198,0.0005258008,0.0006363989,0.00559516,0.01237711,0.002194778,0.01107146,0.004471928],"category_scores_gemma":[0.01882252,0.000382515,0.0004791563,0.0007756763,0.04439632,0.01321438,0.005919985,0.009179944,0.001127411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005621702,"about_ca_system_score_gemma":0.004822803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004063965,"about_ca_topic_score_gemma":0.006490403,"domain_scores_codex":[0.9865869,0.008278614,0.0003540347,0.001208151,0.002686027,0.0008864009],"domain_scores_gemma":[0.9784797,0.01553228,0.001558099,0.001108256,0.002388362,0.0009332128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007295555,0.0000684591,0.001520777,0.0006540557,0.00002099638,0.0008611059,0.04427978,0.0002172217,0.002273406,0.8750662,0.04430605,0.0306591],"study_design_scores_gemma":[0.00001171338,0.00007368079,0.001227101,0.0008922683,0.00001526599,0.0007123162,0.09520665,0.0004966403,0.001527027,0.4813542,0.4184152,0.00006786822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.03397576,0.008853308,0.008810197,0.8162159,0.002384438,0.000024751,0.00006726762,0.0000417245,0.1296266],"genre_scores_gemma":[0.7349764,0.01178265,0.005529605,0.215895,0.002691513,0.0001097768,0.0001064906,0.0002072456,0.0287014],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01531801,"threshold_uncertainty_score":0.08101034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234420912571561,"score_gpt":0.2705529318160173,"score_spread":0.2471108405588612,"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."}}