{"id":"W7014828320","doi":"","title":"2018 Quarter Quarter Technical Report - KULIMA Promoting Farming in Malawi: Improving the access to and use of agriculture research innovations by Malawian farmers","year":2021,"lang":"en","type":"other","venue":"MELSpace (ICARDA (The International Center for Agricultural Research in Dry Areas))","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Agriculture; Technical report; Technical progress; Annual report; Agricultural productivity; Agricultural machinery","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":[0.001815276,0.0005370995,0.000204442,0.0008745689,0.000933132,0.002527122,0.0005849339,0.0006216093,0.1914199],"category_scores_gemma":[0.00351283,0.0003161185,0.0001695767,0.001028025,0.0002163891,0.001285415,0.00126072,0.0007509717,0.06029152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00246289,"about_ca_system_score_gemma":0.007345392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05100909,"about_ca_topic_score_gemma":0.07771602,"domain_scores_codex":[0.9993138,0.00009857591,0.00002427989,0.00005012358,0.0003245152,0.0001886893],"domain_scores_gemma":[0.9961852,0.0003473059,0.0002820916,0.0001760926,0.002305784,0.0007035339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008269417,0.0001548618,0.001649303,0.0001468128,0.000003864815,0.0000362125,0.0001324391,0.0001542557,0.001074662,0.0007440726,0.9590718,0.03674899],"study_design_scores_gemma":[0.00003655972,0.00006757495,0.01371107,0.00008754469,0.000005150579,0.00001842285,0.0002693413,0.000251863,0.001638317,0.0002474204,0.9836591,0.000007681516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03116171,0.001311801,0.004696325,0.03110041,0.00258794,0.003023552,0.2741864,0.004784055,0.6471478],"genre_scores_gemma":[0.03087882,0.001626207,0.004406279,0.001797232,0.0003393074,0.001310117,0.08240867,0.001046412,0.8761869],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1914199,"threshold_uncertainty_score":0.6403632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116036272026934,"score_gpt":0.4006625142103549,"score_spread":0.2890588870076615,"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."}}