{"id":"W4233319844","doi":"10.1007/978-94-6351-032-5_10","title":"Afterword","year":2017,"lang":"en","type":"book-chapter","venue":"Transgressions","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Conversation; Government (linguistics); Field (mathematics); Sociology; Media studies; Pedagogy; Linguistics; Philosophy; Communication; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002826271,0.0001656104,0.0001879065,0.00007891322,0.002449872,0.0001007642,0.000379216,0.0004261352,0.008823545],"category_scores_gemma":[0.00002107602,0.0001529826,0.0001500978,0.000007630159,0.0002801007,0.0000836182,0.000007957939,0.000327622,0.0007739686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608606,"about_ca_system_score_gemma":0.001773532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909028,"about_ca_topic_score_gemma":0.01319765,"domain_scores_codex":[0.9989867,0.00003178854,0.0001485818,0.0002215493,0.0003185859,0.0002927975],"domain_scores_gemma":[0.9991301,0.00007910354,0.0001428795,0.0003937468,0.00007562566,0.0001785056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004566641,0.00007013381,0.0001018225,0.00005834726,0.00008452436,0.00004802949,0.1101485,0.000001893841,0.00001611692,0.7134392,0.07126693,0.1047188],"study_design_scores_gemma":[0.00006412018,0.00001258512,0.000043746,0.0003224701,0.000046728,4.538258e-7,0.0001312874,2.170259e-7,0.000004829737,0.02892145,0.9702538,0.0001983385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001102401,0.0006386401,0.00004352073,0.002195405,0.001261971,0.0002850064,0.00009091158,0.00007368828,0.9953006],"genre_scores_gemma":[0.02452097,0.001198749,0.00009350459,0.000111148,0.001060227,0.00001185413,0.00006192929,0.00003195563,0.9729097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8989868,"threshold_uncertainty_score":0.9988488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05668135650959993,"score_gpt":0.3508314330095793,"score_spread":0.2941500764999794,"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."}}