{"id":"W4411656474","doi":"10.51847/jpuosmjxu9","title":"10.51847/JPuOSMJXu9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Information and Communications Technology; Business; Agricultural economics; Geography; Socioeconomics; Political science; 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":[0.0006824047,0.001184874,0.0006274541,0.001873566,0.001430958,0.003170949,0.0008739425,0.00249375,0.9348381],"category_scores_gemma":[0.001144968,0.0004226565,0.0005531731,0.002232935,0.0006906656,0.002679477,0.001862484,0.0008908725,0.9104698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005842229,"about_ca_system_score_gemma":0.0005784219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002494532,"about_ca_topic_score_gemma":0.001929897,"domain_scores_codex":[0.9995853,0.00005659923,0.00004655121,0.0001157718,0.00009456609,0.000101083],"domain_scores_gemma":[0.9992108,0.0001936272,0.00005587484,0.0001124021,0.0002147358,0.0002124801],"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":[0.000451035,0.0004414328,0.003868667,0.0005486641,0.00002766184,0.0005947987,0.0003058769,0.0004076439,0.004278401,0.005816343,0.1570542,0.8262053],"study_design_scores_gemma":[0.00009287631,0.0001940758,0.0047439,0.0004202722,0.00003290119,0.0008264392,0.0005105662,0.001124544,0.00155097,0.002496872,0.9879753,0.00003119951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01016196,0.001134784,0.003386654,0.001463672,0.001347997,0.0001818349,0.001321483,0.001545131,0.9794565],"genre_scores_gemma":[0.01361229,0.0007845235,0.002418962,0.0004851583,0.0002145459,0.0001150972,0.001008436,0.0002570317,0.981104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06516188,"threshold_uncertainty_score":0.09294552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085970060744737,"score_gpt":0.1890654524108058,"score_spread":0.1782057518033584,"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."}}