{"id":"W6898754155","doi":"10.57912/23838402","title":"The Forces Shaping French-Algerian Relations","year":2023,"lang":"en","type":"dissertation","venue":"American University Research Archive","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Allegiance; Solidarity; Power (physics); Nationalism; Ottoman empire; Indigenous; Population; Quarter (Canadian coin)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003754012,0.0001893137,0.0002234602,0.0005819272,0.005199234,0.0002794451,0.0007442955,0.0000476725,0.0005057076],"category_scores_gemma":[0.0001656158,0.0001614458,0.0001711644,0.0003916188,0.002031393,0.0001696763,0.0001016133,0.001258553,0.0006107644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693417,"about_ca_system_score_gemma":0.0003904431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009993223,"about_ca_topic_score_gemma":0.1731934,"domain_scores_codex":[0.9978823,0.0004818055,0.0001522983,0.0003894304,0.0005317535,0.0005624223],"domain_scores_gemma":[0.9977262,0.001248475,0.0001726308,0.0003733527,0.0003146594,0.0001646978],"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":[0.0002694336,0.00003462969,0.0002222844,0.00004619437,0.0002576208,0.0001398305,0.3349612,0.000004278462,0.00002764289,0.3407814,0.3106858,0.01256965],"study_design_scores_gemma":[0.00007277919,0.0001292922,0.0013711,0.0000700411,0.00002202508,3.567306e-7,0.1483232,0.00002043905,8.577654e-7,0.002827747,0.8469929,0.0001692794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07142073,0.0003494355,0.000006919141,0.000430028,0.0009755174,0.0005643844,0.0008694608,0.000230767,0.9251528],"genre_scores_gemma":[0.214284,0.0003097065,0.00004658343,0.00002827051,0.0006103709,0.000008670299,0.001971222,0.0000487156,0.7826925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.536307,"threshold_uncertainty_score":0.9965993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108048562142458,"score_gpt":0.2724377074125777,"score_spread":0.2313572217911531,"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."}}