{"id":"W4411656146","doi":"10.51847/dzpag2mkoq","title":"10.51847/DzPaG2MKoq","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Sustainability; Socioeconomics; State (computer science); Government (linguistics); Local government area; Economic growth; Geography; Local government; Business; Environmental planning; Agriculture; Economics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006162085,0.0005539712,0.0003979129,0.001481251,0.0009586082,0.002192924,0.0006080748,0.001491574,0.8556713],"category_scores_gemma":[0.000932968,0.0002668468,0.0002777078,0.001470048,0.0006210397,0.001369914,0.00181216,0.0008224432,0.81815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000731233,"about_ca_system_score_gemma":0.0006960814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005712128,"about_ca_topic_score_gemma":0.004068285,"domain_scores_codex":[0.9996548,0.00005636281,0.00002968231,0.00009651238,0.00008073437,0.00008199019],"domain_scores_gemma":[0.9992938,0.0001485393,0.00006013551,0.00009448174,0.0002277298,0.0001752165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003957361,0.0004565188,0.01106352,0.0004420683,0.00002302417,0.0005952368,0.0004689901,0.0003134832,0.005345011,0.008626159,0.1438224,0.8284479],"study_design_scores_gemma":[0.00009252055,0.0000908754,0.01354029,0.000236795,0.00001858112,0.000895494,0.0006621772,0.0006683823,0.000978174,0.002348544,0.9804447,0.00002341324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02254881,0.001141653,0.004249252,0.003330628,0.0008787106,0.0002752222,0.003903353,0.001889482,0.961783],"genre_scores_gemma":[0.03550701,0.0007316993,0.004326223,0.001078845,0.000129265,0.0001963103,0.002601207,0.0003682729,0.9550612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1443287,"threshold_uncertainty_score":0.2058673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143745777732126,"score_gpt":0.1883017976826213,"score_spread":0.1739272199094087,"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."}}