{"id":"W2744601495","doi":"","title":"Dwelling: A Set-up / Habitation : un arrangement","year":2010,"lang":"fr","type":"article","venue":"Ciel variable : art, photo, médias, culture","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Geography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"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":[0.0004334493,0.0005773047,0.0004240348,0.0001322919,0.000333479,0.0002069034,0.0004158156,0.0005827944,0.05021891],"category_scores_gemma":[0.0001031691,0.0005945612,0.00021679,0.0005429191,0.0001107221,0.0003344197,0.00007649343,0.001331442,0.001366976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110955,"about_ca_system_score_gemma":0.0001686207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006786423,"about_ca_topic_score_gemma":0.000006365465,"domain_scores_codex":[0.9974874,0.0001157013,0.0005376507,0.0006191256,0.0004789446,0.0007611249],"domain_scores_gemma":[0.9985597,0.0001913686,0.0001460008,0.0005133268,0.0002448125,0.0003447638],"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":[0.00005441137,0.0001793711,0.00009438225,0.0004787097,0.000435269,0.00004884561,0.003691067,0.1808648,0.06117917,0.07751161,0.6645021,0.01096027],"study_design_scores_gemma":[0.0008876956,0.0001062596,0.000247351,0.0001578531,0.0002100029,0.00007701268,0.0003460714,0.06793593,0.008489188,0.02102773,0.8997882,0.0007266932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01093992,0.005589264,0.3263713,0.0003981928,0.009688769,0.0011105,0.0002105499,0.0005213939,0.6451702],"genre_scores_gemma":[0.2090335,0.00108142,0.3574153,0.02907203,0.01018896,0.0009562205,0.002554932,0.0007046809,0.3889929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2561772,"threshold_uncertainty_score":0.9996506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601012811242727,"score_gpt":0.2281089936550927,"score_spread":0.2120988655426654,"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."}}