{"id":"W7052427284","doi":"","title":"Ruptures, Resistance, Reclamation","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas College","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001642064,0.0006081681,0.0007185668,0.002102402,0.002031607,0.003527198,0.001684333,0.002212574,0.02491466],"category_scores_gemma":[0.01062109,0.0003380004,0.000575311,0.001336673,0.002170125,0.004470911,0.002448162,0.002051007,0.009020736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102656,"about_ca_system_score_gemma":0.0008357729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008288157,"about_ca_topic_score_gemma":0.0005592273,"domain_scores_codex":[0.9983628,0.0002197782,0.0001129706,0.0002663758,0.0007271174,0.0003108368],"domain_scores_gemma":[0.9968001,0.0007980984,0.0008480083,0.0005089059,0.0007006935,0.0003441907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002273824,0.0006860381,0.01758471,0.003661283,0.0001256342,0.01238841,0.00536989,0.005495571,0.08425024,0.1246567,0.07749873,0.6660089],"study_design_scores_gemma":[0.0002163185,0.002322123,0.02594289,0.001075185,0.0002846136,0.04870386,0.00849687,0.01127929,0.07730909,0.1434678,0.6806355,0.0002664208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4327919,0.08401804,0.0619639,0.02073929,0.008160503,0.0008633633,0.0009118726,0.004202828,0.3863483],"genre_scores_gemma":[0.8731766,0.0150725,0.006325157,0.002055953,0.001477164,0.0002258256,0.0003352773,0.0005261633,0.1008055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02491466,"threshold_uncertainty_score":0.0833478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277533072992401,"score_gpt":0.5029795537065463,"score_spread":0.3752262464073063,"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."}}