{"id":"W3122025612","doi":"10.1596/1813-9450-7000","title":"Seeing is Believing? Evidence from an Extension Network Experiment","year":2014,"lang":"en","type":"book","venue":"","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Extension (predicate logic); Psychology; Computer science; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02107138,0.0003978193,0.0007489527,0.0003180302,0.001032334,0.001256949,0.001676831,0.001840291,0.01715683],"category_scores_gemma":[0.07406788,0.0004324363,0.0005514375,0.0004413697,0.00203704,0.002426359,0.001307191,0.00274601,0.001662901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006290382,"about_ca_system_score_gemma":0.001062341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642517,"about_ca_topic_score_gemma":0.002193735,"domain_scores_codex":[0.988134,0.009977975,0.00029383,0.0006597477,0.0006645604,0.0002699426],"domain_scores_gemma":[0.8255997,0.1496042,0.01201115,0.007597932,0.00228142,0.002905524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.3379521,0.1712984,0.1317658,0.008317458,0.004478409,0.0008798518,0.02555321,0.002576211,0.006236902,0.01687822,0.01749906,0.2765644],"study_design_scores_gemma":[0.1153129,0.3225007,0.3930237,0.00724801,0.0107326,0.001214343,0.02106844,0.02108127,0.00757244,0.04248159,0.05725737,0.0005066137],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854745,0.001452042,0.001019693,0.001728293,0.0001603673,0.0006849683,0.0003893671,0.00001876935,0.009072055],"genre_scores_gemma":[0.9908372,0.001447766,0.001573296,0.001203113,0.00009450514,0.001318826,0.0004242052,0.00001505001,0.003086101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02107138,"threshold_uncertainty_score":0.1114374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06849707615944359,"score_gpt":0.2912365123106997,"score_spread":0.2227394361512561,"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."}}