{"id":"W2800635620","doi":"","title":"Agricultura familiar e sua heterogeneidade: comparativo entre Brasil, Cabo Verde, Angola, Canadá e Espanha","year":2016,"lang":"pt","type":"article","venue":"","topic":"Rural Development and Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Political science; Art","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":["insufficient_payload"],"category_scores_codex":[0.0001395415,0.000776474,0.0005661224,0.00005283705,0.0004677907,0.0002075794,0.000840354,0.0003515163,0.01071576],"category_scores_gemma":[0.00002076516,0.000378462,0.0002457248,0.0006631695,0.0002566853,0.0008033328,0.0004118623,0.0002446573,0.01145207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007882352,"about_ca_system_score_gemma":0.00006072335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003864626,"about_ca_topic_score_gemma":0.0235249,"domain_scores_codex":[0.9960169,0.0001481479,0.0006526481,0.001053192,0.0009137026,0.001215425],"domain_scores_gemma":[0.9985091,0.00009370118,0.000227923,0.0004347487,0.00004864772,0.0006858632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000304243,0.0001780481,0.1055957,0.00001852118,0.0001147415,0.00005948001,0.0007284252,0.00003104912,0.2714826,0.0001932685,0.6071752,0.01439255],"study_design_scores_gemma":[0.001069422,0.0001045546,0.7273254,0.0001355999,0.00005314277,0.00004159299,0.001082265,0.00003828048,0.06196045,0.00002153987,0.2070359,0.001131928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590982,0.0002860695,0.00008483809,0.007087172,0.0009231966,0.0008125388,0.0002054708,0.0001655155,0.031337],"genre_scores_gemma":[0.8244826,0.000803644,0.0001423353,0.0007384441,0.0002054412,0.00002627796,0.00005819604,0.00002380188,0.1735193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6217297,"threshold_uncertainty_score":0.9998667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008881858720768156,"score_gpt":0.2013252615218023,"score_spread":0.1924434028010341,"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."}}