{"id":"W4384497171","doi":"10.29173/crossings144","title":"Nawalang Ilaw ng Tahanan:","year":2023,"lang":"en","type":"article","venue":"Crossings An Undergraduate Arts Journal","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Oppression; Political science; Government (linguistics); Domestic work; Ethnic group; Economic growth; Work (physics); Globalization; Natural resource; Gender studies; Sociology; Politics; Economics; Wage","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001209498,0.0001221095,0.000138021,0.0001662554,0.003537447,0.002214115,0.0002667899,0.00008692318,0.0002199715],"category_scores_gemma":[0.0001508133,0.00011286,0.00009641896,0.0006545277,0.000434205,0.0008520571,0.00002908268,0.0002816069,0.0002331924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186103,"about_ca_system_score_gemma":0.0003553807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003274342,"about_ca_topic_score_gemma":0.007443239,"domain_scores_codex":[0.9983325,0.0001461845,0.0002760084,0.0001910306,0.0005155179,0.0005387474],"domain_scores_gemma":[0.9990286,0.00005246641,0.0001748406,0.0001418317,0.0002028742,0.000399374],"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":[0.0000425168,0.0001823132,0.008644917,0.00001955941,0.00007764513,0.0004451164,0.1440335,0.001005933,0.003152049,0.3941,0.3937405,0.05455595],"study_design_scores_gemma":[0.0003377521,0.00004190964,0.002406016,0.00003357105,0.00001211566,0.00003952166,0.01055787,0.003091142,0.0000349451,0.0315245,0.951691,0.0002297057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897714,0.00006025862,0.001270917,0.03027446,0.001329806,0.0001070991,0.00000628958,0.0003676663,0.06886949],"genre_scores_gemma":[0.9382867,0.0004028175,0.0003809416,0.0009335147,0.0008609013,0.000002118876,0.00001296705,0.00002572667,0.05909437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5579505,"threshold_uncertainty_score":0.9988217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0411628173136737,"score_gpt":0.3471800244209854,"score_spread":0.3060172071073117,"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."}}