{"id":"W4240159411","doi":"10.1109/mcomstd.2018.8515139","title":"\"Just Wait a Year or Two\"","year":2018,"lang":"en","type":"article","venue":"IEEE Communications Standards Magazine","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ericsson (Canada)","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007001192,0.0009082621,0.0006559429,0.0008427262,0.01016105,0.009540163,0.001549784,0.01006063,0.04258471],"category_scores_gemma":[0.02347898,0.0006370974,0.00083683,0.0006366504,0.005488619,0.01052113,0.007201069,0.02174446,0.03485569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970267,"about_ca_system_score_gemma":0.01243286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319636,"about_ca_topic_score_gemma":0.03351067,"domain_scores_codex":[0.9923679,0.002007784,0.0003981119,0.0007514679,0.002710003,0.001764765],"domain_scores_gemma":[0.9868594,0.001703547,0.0007279681,0.0008556701,0.004000876,0.005852524],"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":[0.00003054853,0.00004521352,0.0007664053,0.0000274605,0.000008745269,0.00007640926,0.0007285598,0.00002639646,0.0002551147,0.01756341,0.957185,0.02328667],"study_design_scores_gemma":[0.00001946707,0.0000520938,0.0009513216,0.00009736711,0.000009649462,0.0001479869,0.003200576,0.00008661505,0.0001911107,0.0113653,0.9838361,0.00004239997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003542892,0.002119212,0.004560385,0.8487124,0.07526372,0.000051919,0.0002069543,0.0006724641,0.06487004],"genre_scores_gemma":[0.03486489,0.001347988,0.002219345,0.7317714,0.008913417,0.0001148507,0.0002081484,0.0003369118,0.2202231],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04258471,"threshold_uncertainty_score":0.14246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677968832938782,"score_gpt":0.4711389357934269,"score_spread":0.3033420524995488,"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."}}