{"id":"W3089125664","doi":"10.1353/tmr.2020.0027","title":"Abstracts of English Language Theses on Algeria","year":2020,"lang":"en","type":"article","venue":"˜The œMaghreb review/Maghreb review","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; English language; Documentation; Independence (probability theory); Order (exchange); History; Political science; Linguistics; Computer science; Mathematics; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.007357748,0.001746699,0.002969056,0.009338163,0.001275929,0.007251705,0.001942089,0.00218104,0.1360782],"category_scores_gemma":[0.02893128,0.0007775053,0.001533714,0.01187405,0.001308924,0.005284532,0.002359731,0.002989729,0.06702991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007757434,"about_ca_system_score_gemma":0.01495448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007711536,"about_ca_topic_score_gemma":0.006366821,"domain_scores_codex":[0.9938799,0.001414535,0.001169724,0.0005379623,0.0025016,0.0004962593],"domain_scores_gemma":[0.9805125,0.003548102,0.003196652,0.0007868648,0.01064968,0.001306199],"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":[0.00005537561,0.00001599468,0.000147881,0.01223091,0.00007644173,0.00006256463,0.0001199035,0.00003528203,0.0002027111,0.001899885,0.8501717,0.1349813],"study_design_scores_gemma":[0.000009500983,0.000006906353,0.0007317918,0.007266398,0.00003314082,0.00007823516,0.00007283499,0.000004086906,0.00003725419,0.0002598859,0.9914936,0.000006427148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0001531638,0.9476299,0.0001166645,0.01333678,0.01786294,0.0001062595,0.001055398,0.00007596662,0.01966289],"genre_scores_gemma":[0.003153834,0.9292458,0.0003385939,0.01280879,0.01086855,0.0001974864,0.001346494,0.00007412981,0.04196632],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1360782,"threshold_uncertainty_score":0.4552269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513124832198829,"score_gpt":0.4164846756729237,"score_spread":0.2651721924530408,"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."}}