{"id":"W4231100769","doi":"10.1007/978-94-6351-164-3_8","title":"Going Back","year":2017,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yorkville University","funders":"","keywords":"Generative grammar; Space (punctuation); Work (physics); Sociology; Pedagogy; Computer science; Engineering; Artificial intelligence; Mechanical engineering","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":[0.0008516159,0.0006158688,0.0004005278,0.0008265569,0.003646236,0.006964946,0.001030198,0.002471979,0.2776685],"category_scores_gemma":[0.003517489,0.0002120038,0.000631771,0.0007235262,0.001531991,0.00703608,0.004429282,0.005069307,0.2048574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001812863,"about_ca_system_score_gemma":0.002181867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004649433,"about_ca_topic_score_gemma":0.008570882,"domain_scores_codex":[0.9992415,0.0001285377,0.0000264815,0.0001480014,0.000300996,0.0001545157],"domain_scores_gemma":[0.9988788,0.0001175255,0.00003689811,0.0001332643,0.0004507314,0.0003828574],"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":[0.00003372803,0.00004801214,0.0001763144,0.0002044411,0.000004541085,0.0001710419,0.002591539,0.00004613501,0.0007604579,0.06026807,0.7941301,0.1415656],"study_design_scores_gemma":[0.000001113414,0.000007335348,0.00007064801,0.00008551908,9.846217e-7,0.00006678946,0.000354514,0.000006121324,0.00006039175,0.0017152,0.9976289,0.000002642219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001372129,0.005002066,0.004278379,0.02629383,0.0188704,0.0001116853,0.0004714292,0.0007784177,0.9428217],"genre_scores_gemma":[0.004359537,0.002059734,0.001151131,0.006156567,0.001005189,0.00003136895,0.0002501367,0.0003885673,0.9845977],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2776685,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218333128853039,"score_gpt":0.3797131230865286,"score_spread":0.2578798102012246,"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."}}