{"id":"W4411993361","doi":"10.15353/cjds.v13i2.1124","title":"Testimonial of Trudo Lemmens","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Historical Influence and Diplomacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Testimonial; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000741569,0.00006532425,0.0002315935,0.00007029215,0.0002724379,0.00003684536,0.0001727361,0.00004077153,0.0001064172],"category_scores_gemma":[0.0028594,0.00005304004,0.0001350171,0.0003222876,0.001759182,0.0002084349,0.000007895732,0.0001344921,0.00001217884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008634046,"about_ca_system_score_gemma":0.001526414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03139094,"about_ca_topic_score_gemma":0.221625,"domain_scores_codex":[0.9990509,0.00008961007,0.0003370359,0.00008913055,0.0002089097,0.0002244178],"domain_scores_gemma":[0.9987949,0.0004262483,0.00006503069,0.00008232312,0.0002651732,0.0003662962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002477607,0.000114974,0.4837304,0.0003174098,0.0005324931,0.0002451749,0.2275651,0.00004703484,0.0001263517,0.1533557,0.09831146,0.03562906],"study_design_scores_gemma":[0.0002647186,0.000392833,0.03630311,0.0004506734,0.0002009483,0.00001226742,0.06476761,0.000006198236,0.0001077719,0.07637403,0.8208069,0.0003129317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434528,0.01824792,0.000009527083,0.01929209,0.00187133,0.0001046381,0.00002719823,0.00001538021,0.01697912],"genre_scores_gemma":[0.999146,0.00009998532,0.00009740523,0.00007637245,0.0003591772,0.000001123514,9.067119e-8,0.000003927014,0.0002158556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7224954,"threshold_uncertainty_score":0.9750591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015713882302621,"score_gpt":0.4289034435246785,"score_spread":0.3273320552944164,"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."}}