{"id":"W6980590720","doi":"","title":"CLIMATE CHANGE AND VARIABILITY: SMALLHOLDER FARMING COMMUNITIES IN\\nZIMBABWE PORTRAY A VARIED UNDERSTANDING","year":2012,"lang":"en","type":"other","venue":"Bioline International (Bioline International)","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Diafiltration; Dysgeusia; Triacetin; Emperipolesis; Demotion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[],"category_scores_codex":[0.0006379428,0.000638352,0.0007213175,0.001218217,0.00007616587,0.00009343037,0.0004361605,0.0005032077,0.004666903],"category_scores_gemma":[0.0001308727,0.0005750961,0.0002163846,0.0001817927,0.0002623572,0.0001963931,0.0004050027,0.0006427864,0.00006888901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007304087,"about_ca_system_score_gemma":0.00008477114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356842,"about_ca_topic_score_gemma":0.0008752671,"domain_scores_codex":[0.9973032,0.0001129597,0.0008508615,0.0005829914,0.0006133707,0.0005365649],"domain_scores_gemma":[0.9983906,0.0002396486,0.000479569,0.0004931287,0.0001751965,0.0002218855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002774095,0.007102031,0.5193449,0.001252574,0.007671388,0.0008415117,0.003951855,0.000008380192,0.0004505601,0.3733928,0.03382998,0.04937997],"study_design_scores_gemma":[0.007148732,0.0002562281,0.01667067,0.003341185,0.0007175017,0.0007391062,0.001077109,0.001385244,0.0002559086,0.003489726,0.9636294,0.001289136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006846267,0.003690161,0.002342098,0.02270534,0.009232494,0.003037128,0.003802868,0.0007883057,0.9475554],"genre_scores_gemma":[0.9111932,0.00670593,0.003097737,0.002587926,0.005911557,0.000401822,0.00835128,0.000538529,0.06121205],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9297995,"threshold_uncertainty_score":0.99967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362160587881434,"score_gpt":0.3407048423771064,"score_spread":0.2044887835889629,"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."}}