{"id":"W7001026895","doi":"","title":"Ideas and norms: a conversation with Fatima Ahdash, Liam Davis, Claire Fenton-Glynn, Maebh Harding, Emily Jackson, Dafni Lima, Alice Margaria, Julie McCandless, Beth Tarleton, and Sarah Trotter","year":2025,"lang":"en","type":"article","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Alice (programming language); Performance art; Key (lock)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05043126,0.001342196,0.001671264,0.002037508,0.02501338,0.01460733,0.003526242,0.01308075,0.003987007],"category_scores_gemma":[0.05459023,0.001058855,0.0008548456,0.002089237,0.04822109,0.02385043,0.008068335,0.03926059,0.001017603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01562324,"about_ca_system_score_gemma":0.01100923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348364,"about_ca_topic_score_gemma":0.01021774,"domain_scores_codex":[0.9617814,0.02981413,0.0006311387,0.00170751,0.004071875,0.00199389],"domain_scores_gemma":[0.9447315,0.04508979,0.001679312,0.0009604863,0.003277443,0.004261431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002769657,0.00009892778,0.0002925391,0.0001066295,0.000009540628,0.0004475348,0.7313049,0.00007419645,0.0002442602,0.1260862,0.1326215,0.008686],"study_design_scores_gemma":[0.00002617986,0.00006538355,0.0004821653,0.000606952,0.000007181912,0.0003286069,0.5385424,0.0004081829,0.0002443781,0.02966016,0.4295532,0.00007523332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02096213,0.009536929,0.003437172,0.9268973,0.0116126,0.00006064669,0.00004046511,0.00007612264,0.02737659],"genre_scores_gemma":[0.6274478,0.0112408,0.005955349,0.3003609,0.008959858,0.0007522156,0.00008980851,0.0006733076,0.04451993],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05043126,"threshold_uncertainty_score":0.2667092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684235928366649,"score_gpt":0.3493684768983291,"score_spread":0.3225261176146627,"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."}}