{"id":"W4411656470","doi":"10.51847/oy628dqsm9","title":"10.51847/Oy628dQsM9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organizational culture; Sociology; Political science; Psychology; Management; Public relations","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":[0.0009836404,0.001221178,0.0006899501,0.002174112,0.001465425,0.0031218,0.0008600496,0.003163237,0.970761],"category_scores_gemma":[0.00153945,0.0003928963,0.0006490106,0.001936481,0.0009126285,0.002421149,0.00258537,0.001111508,0.9584603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009661443,"about_ca_system_score_gemma":0.0008113516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005188857,"about_ca_topic_score_gemma":0.004179125,"domain_scores_codex":[0.9993923,0.00007549334,0.00006557218,0.0001565611,0.0001482071,0.0001618823],"domain_scores_gemma":[0.9984753,0.0003791427,0.0001032718,0.0001704295,0.0004054064,0.0004664071],"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":[0.0003611534,0.0004332392,0.004661655,0.0003690285,0.00001949402,0.0003504517,0.0002448053,0.0002797529,0.001899849,0.003475748,0.1679708,0.8199341],"study_design_scores_gemma":[0.00009976888,0.0001472914,0.005825589,0.0005098345,0.00001824257,0.0004260763,0.0005385447,0.0005903041,0.0006452978,0.001386707,0.9897871,0.00002527624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005172466,0.0004755325,0.001363208,0.001294376,0.0004985865,0.0001530822,0.001346995,0.0009603593,0.9887354],"genre_scores_gemma":[0.006991635,0.0002523925,0.0009045622,0.0004647454,0.00007832694,0.00008333162,0.0007499196,0.0001784675,0.9902967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.029239,"threshold_uncertainty_score":0.04170591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242891818759991,"score_gpt":0.2637172377162293,"score_spread":0.2512883195286295,"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."}}