{"id":"W4205219545","doi":"10.52230/vqgx5133","title":"Introduction","year":2021,"lang":"en","type":"article","venue":"Journal of Australian Canadian and Aotearoa New Zealand Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aotearoa; Scope (computer science); Publication; Indigenous; Political science; Politics; Sociology; Library science; Media studies; Geography; Gender studies; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.000286534,0.00005735864,0.0001821834,0.0003406225,0.0004544797,0.0001929666,0.00006373385,0.00005724552,0.000549665],"category_scores_gemma":[0.0002309844,0.00006406497,0.00006067058,0.0002063771,0.0002508788,0.0001843884,0.00000638679,0.0001644834,0.00001695891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005332684,"about_ca_system_score_gemma":0.002793526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7111909,"about_ca_topic_score_gemma":0.9898942,"domain_scores_codex":[0.9992657,0.00005370404,0.0001863453,0.00009131503,0.0001696802,0.000233254],"domain_scores_gemma":[0.9989613,0.00002163474,0.00008763393,0.00005695111,0.0002020048,0.0006704637],"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":[0.000003406616,0.000003381527,0.0003132907,0.000004796297,0.00006299938,0.0001517851,0.01086246,0.000001565344,0.0000161852,0.000729855,0.979658,0.008192277],"study_design_scores_gemma":[0.0001726929,0.00002587319,0.004845644,0.00002042276,0.00003389769,0.00007565779,0.007631544,4.214737e-8,0.000007404801,0.00174952,0.9853663,0.00007097238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0495321,0.002433059,1.246006e-7,0.9414099,0.002128243,0.00004610305,0.00001286069,0.000006981503,0.004430559],"genre_scores_gemma":[0.004040886,0.006264989,0.0001518174,0.0003506443,0.003176855,1.85209e-7,9.071338e-7,0.000004896855,0.9860088],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9815782,"threshold_uncertainty_score":0.6018445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864470111178387,"score_gpt":0.2796241644588993,"score_spread":0.2509794633471155,"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."}}