{"id":"W4254700382","doi":"10.14322/publons.r2627663","title":"10.14322/publons.r2627663","year":2000,"lang":"en","type":"dataset","venue":"Time to knit","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Sustainable development; Rural development; Geography; Political science; Computer science; Archaeology; Agriculture","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":[],"category_scores_codex":[0.001262822,0.002452292,0.001383781,0.003773774,0.0006845056,0.003509653,0.003254803,0.002346089,0.2832924],"category_scores_gemma":[0.005838779,0.00118678,0.001227865,0.008425645,0.0005295774,0.001648864,0.002595579,0.001358122,0.5078392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142552,"about_ca_system_score_gemma":0.001982424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02956978,"about_ca_topic_score_gemma":0.04293082,"domain_scores_codex":[0.9988334,0.0001740171,0.0001355668,0.0003669631,0.0002364636,0.0002535745],"domain_scores_gemma":[0.9975531,0.000500646,0.0003494476,0.0007234162,0.0005583541,0.0003151028],"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":[0.00004555413,0.00001905686,0.000833359,0.0003804009,0.00002500132,0.00001221965,0.00001848444,0.0002447412,0.00006135119,0.0003485163,0.9957277,0.002283611],"study_design_scores_gemma":[0.0002766351,0.00002947607,0.004461452,0.0002580825,0.00003079934,0.00003652685,0.00008129969,0.0005257201,0.0003439902,0.0009168136,0.9930024,0.00003687908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007680769,0.00003440974,0.00006129135,0.00004393089,0.00001909894,0.000005899626,0.9984556,0.0005463866,0.0007565625],"genre_scores_gemma":[0.0003513476,0.00004284417,0.0001400219,0.00004208125,0.000009130841,0.00004101622,0.9972806,0.000166279,0.001926623],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7167076,"threshold_uncertainty_score":0.9477074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007756683377700923,"score_gpt":0.1742770116780122,"score_spread":0.1665203283003113,"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."}}