{"id":"W4210821173","doi":"10.4000/hybrid.1029","title":"Creation no. 2","year":2016,"lang":"en","type":"article","venue":"Hybrid","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001172773,0.00001910224,0.00002668487,0.00001062457,0.0001719734,0.00001122267,0.00003275254,0.000006087159,0.001504982],"category_scores_gemma":[0.0002245804,0.00001211899,0.00001433139,0.00002515885,0.00006409001,0.00006779315,0.00000590053,0.000007222728,0.003039879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001814783,"about_ca_system_score_gemma":0.00001810891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002314258,"about_ca_topic_score_gemma":0.0004271237,"domain_scores_codex":[0.9997253,0.00002713948,0.00003658698,0.00004888542,0.00008910925,0.00007297118],"domain_scores_gemma":[0.9998418,0.00003064936,0.00001262522,0.00003736804,0.00005279686,0.00002472631],"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":[0.000009065991,0.00002214319,0.008453405,0.000002190108,0.00001002332,0.000002390037,0.00418841,1.076949e-7,0.001032886,0.1416122,0.7662621,0.07840513],"study_design_scores_gemma":[0.00005548258,0.000005105558,0.001960925,0.000004225811,0.000001059941,8.01342e-8,0.0001989872,9.35757e-7,0.0003073583,0.001027873,0.9964107,0.00002730625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0343361,0.00004447515,0.000791654,0.005479528,0.0003395931,0.00005391062,0.00000336619,0.00007471737,0.9588767],"genre_scores_gemma":[0.9344462,0.0002041549,0.00005574075,0.0001746346,0.0003036436,0.000004329015,5.256223e-7,0.000001464633,0.06480936],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9001101,"threshold_uncertainty_score":0.9994078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981441364415642,"score_gpt":0.3085333616903728,"score_spread":0.2887189480462163,"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."}}