{"id":"W7099426706","doi":"","title":"Open Development SMITH, ELDER, EMDON From the Guest Editors1 Open Development: A New Theory for ICT4D2","year":2016,"lang":"en","type":"article","venue":"","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Openness to experience; Development theory; Open data; Element (criminal law); Open innovation; Set (abstract data type); Open science; Open research","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":[0.008850792,0.001003752,0.0006751981,0.001631143,0.003935873,0.01285989,0.002094124,0.006000776,0.00997744],"category_scores_gemma":[0.0390907,0.0004593991,0.0005298202,0.001403287,0.008329982,0.01359983,0.00486188,0.01703608,0.004190241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00377404,"about_ca_system_score_gemma":0.008369116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002546157,"about_ca_topic_score_gemma":0.004539737,"domain_scores_codex":[0.9909762,0.003155886,0.0005521667,0.001085464,0.003652442,0.0005778788],"domain_scores_gemma":[0.9559082,0.029706,0.001162037,0.001175297,0.007590691,0.004457842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000866499,0.000009283667,0.0001261385,0.0001481414,0.000002874185,0.00007258706,0.0007302999,0.00004035604,0.00002877833,0.02918993,0.939411,0.03023195],"study_design_scores_gemma":[0.000003115664,0.000005283793,0.0000664781,0.0003026569,0.000002891582,0.00009687564,0.0004613162,0.00004831177,0.00005260582,0.009685662,0.9892637,0.00001100479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0004436116,0.05434955,0.002494954,0.6749457,0.2483499,0.00002180411,0.00005818971,0.0001091728,0.01922715],"genre_scores_gemma":[0.03536942,0.1929588,0.006076109,0.208979,0.4263652,0.0002430004,0.0001756822,0.0006750841,0.1291578],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01285989,"threshold_uncertainty_score":0.04680806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05920730480550608,"score_gpt":0.3201472951683075,"score_spread":0.2609399903628015,"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."}}