{"id":"W4414795045","doi":"10.1353/vcr.2024.a970818","title":"After the Tipping Point","year":2024,"lang":"en","type":"article","venue":"Victorian review","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.02698532,0.001058815,0.002738466,0.003105125,0.003771954,0.01222933,0.003666602,0.01170125,0.02479422],"category_scores_gemma":[0.1043353,0.0006185197,0.001427055,0.002859683,0.01097567,0.0245852,0.009428381,0.03114879,0.01133029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006253014,"about_ca_system_score_gemma":0.01066023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007305257,"about_ca_topic_score_gemma":0.01568035,"domain_scores_codex":[0.986387,0.004460435,0.001388939,0.001911998,0.004752936,0.001098638],"domain_scores_gemma":[0.9336001,0.03498521,0.003128367,0.003949882,0.01974428,0.004592159],"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":[0.00006876832,0.00001427523,0.0000789553,0.001094548,0.00004542574,0.000110655,0.0003761874,0.00004452839,0.0001288471,0.066217,0.8821402,0.04968067],"study_design_scores_gemma":[0.00002180075,0.0000232441,0.0002100823,0.002356882,0.00001486855,0.00009589329,0.0004579549,0.00003421533,0.0000573824,0.02897131,0.9677315,0.00002492104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002587143,0.1456153,0.001444902,0.6532955,0.1920247,0.00003690271,0.0001588654,0.0000985776,0.007066496],"genre_scores_gemma":[0.005069772,0.06588713,0.001969838,0.8398167,0.06520767,0.0001303378,0.0001422951,0.0002681397,0.02150818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02698532,"threshold_uncertainty_score":0.1427137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923193392832069,"score_gpt":0.3559747856309627,"score_spread":0.3367428517026421,"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."}}