{"id":"W6997265595","doi":"","title":"Variables Assemblage","year":2016,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Assemblage (archaeology); Perception; Relation (database); Set (abstract data type); Transformation (genetics); Everyday life","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004977606,0.001243214,0.001079571,0.005222203,0.0004078845,0.0005636236,0.003424345,0.001281119,0.01940205],"category_scores_gemma":[0.00002361636,0.001422062,0.0007184669,0.003648761,0.0008162681,0.004749834,0.001877435,0.0006658385,0.03721534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005578161,"about_ca_system_score_gemma":0.0008424594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007843916,"about_ca_topic_score_gemma":0.00003641833,"domain_scores_codex":[0.9957989,0.0002726587,0.0002683747,0.001668322,0.0007244812,0.001267239],"domain_scores_gemma":[0.9965104,0.0002654003,0.0007351949,0.001522596,0.00004533322,0.0009210979],"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":[0.0003654661,0.0002437817,0.001298902,0.00008601156,0.0006190323,0.002087926,0.0000352331,0.000002291117,0.00003255039,0.08346897,0.9110214,0.0007384644],"study_design_scores_gemma":[0.002011398,0.00009205651,0.00004959668,0.0006991458,0.0002940012,0.00002185244,0.0008594072,0.00000263365,0.00003537207,0.000224332,0.9939635,0.00174668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001020892,0.0001931218,0.0004306245,0.0001303918,0.000465705,0.0006318489,0.01838117,0.005827841,0.9738372],"genre_scores_gemma":[0.001452676,0.0002280294,0.0007579009,0.00007301684,0.000509078,1.130388e-7,0.001993819,0.001705605,0.9932798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08324464,"threshold_uncertainty_score":0.9988229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008888364479081675,"score_gpt":0.1597560210375877,"score_spread":0.150867656558506,"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."}}