{"id":"W4300002050","doi":"10.29173/pandpr29521","title":"\"And now for something completely different\"","year":2022,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"NorQuest College","funders":"","keywords":"Computer science; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007531972,0.00009008119,0.0001805614,0.00003428109,0.005410377,0.00004975116,0.0001909227,0.00003876829,0.0002252901],"category_scores_gemma":[0.0005346541,0.00008220855,0.00004803651,0.000110569,0.0003145122,0.0002597752,0.0003982302,0.0002512518,0.00001226502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173787,"about_ca_system_score_gemma":0.00003477815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003337011,"about_ca_topic_score_gemma":0.0004823317,"domain_scores_codex":[0.9986717,0.0004585597,0.0001380993,0.0002170471,0.0001830247,0.0003315638],"domain_scores_gemma":[0.9984626,0.001209862,0.0001273206,0.00006474931,0.00008472284,0.00005074252],"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":[0.0003147486,0.0002399736,0.0009125667,0.00001419513,0.0002646478,0.000008759883,0.2850244,0.000007211758,0.0003587343,0.6987931,0.005070296,0.008991449],"study_design_scores_gemma":[0.0002693548,0.0002271959,0.0007007498,0.000001056845,0.00005646194,0.00000487155,0.1743949,0.0000108402,0.000002466043,0.03653372,0.787673,0.0001253924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4919035,0.002698628,0.0004601066,0.2657626,0.002033739,0.001022249,0.00005211275,0.0002032623,0.2358638],"genre_scores_gemma":[0.9910955,0.0002185016,0.0007391784,0.002085145,0.0003743532,0.0002470044,0.000007883929,0.00000951766,0.005222883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7826027,"threshold_uncertainty_score":0.9958844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06324505325974851,"score_gpt":0.3813650559917142,"score_spread":0.3181200027319657,"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."}}