{"id":"W7031667792","doi":"","title":"Production Photo","year":2021,"lang":"en","type":"article","venue":"DigitalCommons-Cedarville (Cedarville University)","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brother; Sister; Nova scotia; Production (economics); Yield (engineering)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[],"category_scores_codex":[0.0001725686,0.0004216704,0.0003985886,0.0005488102,0.0003224503,0.000342481,0.0005405013,0.0001688186,0.001106796],"category_scores_gemma":[0.0003142922,0.0004994912,0.0002600564,0.002195886,0.0002769972,0.003276664,0.001102148,0.0002727025,0.0007279496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004390143,"about_ca_system_score_gemma":0.00008727307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002402068,"about_ca_topic_score_gemma":0.0001095407,"domain_scores_codex":[0.9976221,0.00003299437,0.0003280059,0.0008935338,0.0004824408,0.0006408927],"domain_scores_gemma":[0.9983307,0.00005349243,0.0002217504,0.0009285043,0.0004085776,0.0000569601],"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":[0.00008363045,0.0005110166,0.01735157,0.0001822464,0.00006508608,0.0004390943,0.00000208601,0.0002974748,0.001057012,0.9710215,0.004363727,0.004625553],"study_design_scores_gemma":[0.0008351905,0.0000118953,0.007864206,0.00004605365,0.00008091866,0.00003432397,0.001779599,0.0001174275,0.001315743,0.0002144006,0.9870257,0.0006745853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2032763,0.00005062747,0.0001727007,0.002068061,0.0005846847,0.0003269615,0.00001365217,0.0003880699,0.793119],"genre_scores_gemma":[0.9974884,0.00003469883,0.0002132722,0.001155692,0.0005249355,0.000004789206,0.000226894,0.0000763354,0.0002749275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9826619,"threshold_uncertainty_score":0.9998063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111214583075858,"score_gpt":0.175611939810527,"score_spread":0.1644904815029412,"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."}}