{"id":"W2108584967","doi":"10.5539/sar.v1n2p27","title":"Factors Influencing Adoption and Area under Conservation Agriculture: A Mixed Methods Approach","year":2012,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Business; Promotion (chess); Incentive; Agricultural science; Conservation agriculture; Marketing; Sample (material); Agricultural economics; Economics; Geography; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003263242,0.0003560145,0.0003250726,0.00007577415,0.001592963,0.0005257886,0.0003209403,0.000404648,0.0001568861],"category_scores_gemma":[0.0005602463,0.0001074634,0.0001009488,0.003346553,0.0001637387,0.00203312,0.0003271984,0.0008394384,0.00001125328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536675,"about_ca_system_score_gemma":0.00002817393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001805001,"about_ca_topic_score_gemma":0.0001443155,"domain_scores_codex":[0.9959962,0.00106689,0.0003949098,0.0005177821,0.0007174709,0.001306718],"domain_scores_gemma":[0.9966323,0.001142406,0.0002058258,0.0001094763,0.001564562,0.0003453815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000102298,0.001170328,0.0887256,0.000351486,0.0002653975,0.000008988385,0.004458416,0.00009188274,0.6800418,0.1016614,0.09377523,0.02934719],"study_design_scores_gemma":[0.0001303229,0.0001406709,0.714776,0.00002022004,0.00003320568,0.00003079377,0.1500368,0.00002585659,0.004008743,0.0009419949,0.1294467,0.0004087343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889826,0.001869808,0.0001802653,0.002202061,0.00009559857,0.0008556148,0.00001190179,0.0001366439,0.005665523],"genre_scores_gemma":[0.9922238,0.0001634229,0.001754476,0.0001570068,0.0005223438,0.0001503403,0.0004791914,0.000002925713,0.004546522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.676033,"threshold_uncertainty_score":0.9997068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516355802671413,"score_gpt":0.3781225711911666,"score_spread":0.2264869909240253,"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."}}