{"id":"W4210832839","doi":"10.3138/9781487531324-fm","title":"Frontmatter","year":2021,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000205725,0.0006751415,0.0005091752,0.001059002,0.001714545,0.00330792,0.000887533,0.001750249,0.9033083],"category_scores_gemma":[0.0009737688,0.0003148747,0.0003299183,0.0009159598,0.0003781093,0.002370019,0.002311511,0.001440106,0.8313085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009370191,"about_ca_system_score_gemma":0.0005735595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002407657,"about_ca_topic_score_gemma":0.009665797,"domain_scores_codex":[0.9997271,0.00002339945,0.00001111934,0.00006703642,0.0001285115,0.00004289201],"domain_scores_gemma":[0.9996056,0.00005728395,0.00001615638,0.00004365678,0.000141759,0.0001354542],"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":[0.00001932119,0.00002189311,0.0001184758,0.00009090065,0.00000113164,0.00007903644,0.0001090923,0.00002202371,0.0002355985,0.00589007,0.8782477,0.1151647],"study_design_scores_gemma":[0.000001711707,0.00000484231,0.0001173255,0.0000286601,3.585438e-7,0.00004592578,0.00004256771,0.00001268155,0.00003167273,0.0003025796,0.9994103,0.000001431005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002494743,0.0009105733,0.0002225582,0.0008610223,0.001525984,0.00002310621,0.0004890276,0.0003857438,0.9953324],"genre_scores_gemma":[0.000423412,0.000194641,0.0000459014,0.0002544851,0.00008439639,0.000004717499,0.0001085104,0.00007066142,0.9988133],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09669167,"threshold_uncertainty_score":0.1379189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219708381411797,"score_gpt":0.2322654418165809,"score_spread":0.2100683580024629,"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."}}