{"id":"W2915260280","doi":"10.4324/9780429449284-7","title":"The long and the short of it","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001733964,0.0006163092,0.000611857,0.001483602,0.01333315,0.01343488,0.001274287,0.002276232,0.02112604],"category_scores_gemma":[0.003221035,0.0003808147,0.0004458608,0.004391477,0.01871071,0.00886113,0.003433865,0.002986338,0.004099614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07641084,"about_ca_system_score_gemma":0.08979458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9219475,"about_ca_topic_score_gemma":0.9637625,"domain_scores_codex":[0.9980006,0.0001906281,0.00004984596,0.0003154177,0.0007658449,0.0006777347],"domain_scores_gemma":[0.9975343,0.0004645483,0.0001131039,0.0002786629,0.0009786843,0.0006307623],"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":[0.00006674966,0.00002063175,0.003149977,0.0004190659,0.00001616347,0.0004463019,0.03070509,0.0003240059,0.0007477578,0.6152952,0.2335626,0.1152465],"study_design_scores_gemma":[0.000003389468,0.000008932597,0.00169359,0.0002433179,0.000007672174,0.00009028739,0.006740368,0.00008377786,0.0001223061,0.01435,0.976641,0.00001517618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01896864,0.04975916,0.006144379,0.1028421,0.003247077,0.00006697409,0.0009513832,0.0003532915,0.8176669],"genre_scores_gemma":[0.2721356,0.04192006,0.003727612,0.01271148,0.0008708342,0.00009298456,0.0005663225,0.0004182919,0.6675569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9219475,"threshold_uncertainty_score":0.5544021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388654134029404,"score_gpt":0.1831811374499499,"score_spread":0.1692945961096559,"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."}}