{"id":"W4405487223","doi":"10.33137/cjal-rcbu.v10.43066","title":"Objects Over People","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Postcolonial and Cultural Literary Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Sociology; Rhetoric; Cultural heritage; Mainstream; Framing (construction); Narrative; Media studies; Embeddedness; Criticism; Aesthetics; Public relations; Political science; Environmental ethics; Social science; History; Law; Archaeology; Literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002368215,0.0007732802,0.0004833768,0.002279635,0.006242744,0.01527814,0.001033183,0.002250572,0.07002444],"category_scores_gemma":[0.0037961,0.0003362402,0.0004488818,0.0026054,0.01427367,0.01240147,0.008722596,0.002056416,0.01485476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004676353,"about_ca_system_score_gemma":0.002652609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006926636,"about_ca_topic_score_gemma":0.006221331,"domain_scores_codex":[0.9962072,0.001364027,0.0001987587,0.0006910976,0.001072207,0.000466573],"domain_scores_gemma":[0.9985245,0.0003998266,0.0001420803,0.0004043784,0.000303934,0.0002253297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002243544,0.00001095193,0.0002885543,0.00008847205,0.000005607401,0.0001153348,0.02036013,0.00004331264,0.0001619993,0.9361255,0.01957896,0.02319884],"study_design_scores_gemma":[0.000007170519,0.000016755,0.0002530872,0.0002186174,0.000006593789,0.0001183653,0.007327226,0.00003041543,0.00009697351,0.06908913,0.9228277,0.000007956739],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005152507,0.002321865,0.004797803,0.0037414,0.001170729,0.00007842382,0.0001251413,0.0001315268,0.9824806],"genre_scores_gemma":[0.2881983,0.004210403,0.0041803,0.004473859,0.001323597,0.0002236833,0.0003417308,0.0004107807,0.6966374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07002444,"threshold_uncertainty_score":0.2342551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205810380654094,"score_gpt":0.2234517704720258,"score_spread":0.1913936666654849,"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."}}