{"id":"W7002032227","doi":"","title":"'On Metis: Or, What the Fox and Octopus taught me about Practice Research'","year":2022,"lang":"en","type":"article","venue":"DMU Open Research Archive (De Montfort University)","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Creativity; octopus (software); Multimodality; Subject (documents); Creative writing","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007321781,0.0001986519,0.0003661547,0.0008107544,0.004195089,0.0003694613,0.001556414,0.0000728128,0.0004085898],"category_scores_gemma":[0.002219836,0.0001459936,0.000093748,0.001609047,0.001070733,0.001002747,0.006117453,0.003364029,0.00003475897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004856628,"about_ca_system_score_gemma":0.0008959969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538011,"about_ca_topic_score_gemma":0.0009552221,"domain_scores_codex":[0.992813,0.003488407,0.0001890793,0.0007012449,0.001659199,0.001149077],"domain_scores_gemma":[0.9924585,0.00582381,0.00007679855,0.0009311622,0.0003559017,0.0003538141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05884464,0.002206676,0.007087644,0.0004007916,0.002425582,0.02578605,0.04486478,0.0001015525,0.00185857,0.5242537,0.2605718,0.07159824],"study_design_scores_gemma":[0.002543519,0.002438656,0.00613269,0.0003602629,0.00008519727,0.0002579156,0.06660926,0.0002484639,0.0001337237,0.01185726,0.9091336,0.0001994663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07645515,0.01013142,0.0002299087,0.06062421,0.0002341263,0.007071162,0.0001949355,0.000097961,0.8449611],"genre_scores_gemma":[0.7352011,0.04363956,0.002887743,0.003505175,0.0001989122,0.000374615,0.0001283389,0.0001131373,0.2139515],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6587459,"threshold_uncertainty_score":0.9989352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250183401828549,"score_gpt":0.3981603167439852,"score_spread":0.2731419765611303,"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."}}