{"id":"W4413662078","doi":"10.64628/aa.gc5r7xqv6","title":"Christmas Already? ‘Tis The Season to Think About Time","year":2015,"lang":"en","type":"preprint","venue":"","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Metis; History; Political science; Geography; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003010582,0.0001695946,0.0001818677,0.00004750034,0.0004974853,0.0005105993,0.0009836208,0.0002826777,0.004712477],"category_scores_gemma":[0.001441862,0.0001177354,0.00009291234,0.0001846533,0.0001971049,0.0001950233,0.0002519821,0.0005789168,0.005653947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814734,"about_ca_system_score_gemma":0.001934684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02891452,"about_ca_topic_score_gemma":0.006880968,"domain_scores_codex":[0.9978414,0.0006346107,0.0001766486,0.0003621101,0.00066318,0.0003220333],"domain_scores_gemma":[0.997878,0.0008750201,0.0001613009,0.0004609881,0.0003295329,0.0002951162],"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":[0.00001180452,0.00004568993,0.000280808,0.00001463984,0.00005087774,0.000001140105,0.1225111,0.00004298733,0.000003009335,0.05545635,0.8179647,0.003616932],"study_design_scores_gemma":[0.00002912555,0.00001281052,0.0009770738,0.0000366715,0.0000375515,4.847616e-7,0.02329271,0.00001401862,0.000007021886,0.01840828,0.9569817,0.0002025569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006814755,0.001323712,0.00002798116,0.2749782,0.001578145,0.0005142125,0.00002146336,0.0001279577,0.7146136],"genre_scores_gemma":[0.3781148,0.0004463415,0.002963172,0.017896,0.008056432,0.0001784801,0.0001310943,0.00005062895,0.5921631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3713,"threshold_uncertainty_score":0.9961973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146263705230112,"score_gpt":0.410430812412359,"score_spread":0.2958044418893478,"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."}}