{"id":"W4392423787","doi":"10.62212/revuepossibles.v45i2.652","title":"Immersion","year":2021,"lang":"en","type":"article","venue":"Revue Possibles","topic":"Contemporary art, education, critique","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immersion (mathematics); Mathematics; Pure mathematics","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":[],"category_scores_codex":[0.000543777,0.00005055596,0.00008149677,0.00003708433,0.0003836724,0.00007645493,0.000113081,0.00005189494,0.0009474404],"category_scores_gemma":[0.000132501,0.0000587854,0.00005109913,0.0002688442,0.00007048963,0.0005780287,0.00001761659,0.00006205049,0.000217224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004618754,"about_ca_system_score_gemma":0.0006130929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006612967,"about_ca_topic_score_gemma":0.001116855,"domain_scores_codex":[0.9990994,0.0003384298,0.0001158467,0.0001642886,0.000115347,0.0001666977],"domain_scores_gemma":[0.9994727,0.0001073577,0.00003519854,0.0001642836,0.0001260402,0.00009442812],"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":[0.00001351053,0.0003393443,0.1169082,0.0001599518,0.00003986323,0.0001246316,0.07949378,0.000004788448,0.006110889,0.3142103,0.4546928,0.02790191],"study_design_scores_gemma":[0.000107216,0.000009773329,0.005585164,0.0001034695,0.000009927207,0.000008589455,0.02664493,0.000004703395,0.003201712,0.007863368,0.956296,0.0001650926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3105642,0.005010528,0.0001970644,0.1988433,0.00145682,0.0002088294,0.00001279396,0.0001588881,0.4835475],"genre_scores_gemma":[0.860252,0.002626543,0.001140248,0.0003046439,0.0006429244,0.000009315186,0.00002482985,0.000007930175,0.1349916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5496877,"threshold_uncertainty_score":0.9999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03696425804516965,"score_gpt":0.3296576850158359,"score_spread":0.2926934269706662,"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."}}