{"id":"W7097934671","doi":"","title":"ÉCOLE POLYTECHNIQUE FÉDÉRALE DE LAUSANNE POUR L&amp;apos;OBTENTION DU GRADE DE DOCTEUR ÈS SCIENCES PAR","year":2013,"lang":"en","type":"article","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Proposition; Class (philosophy); Test (biology); Context (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003199882,0.0009618565,0.0006223091,0.002731627,0.00454841,0.004452645,0.0006657797,0.001935407,0.2409343],"category_scores_gemma":[0.008614684,0.0004745995,0.0003796755,0.001459514,0.001448345,0.00172802,0.004340121,0.003298455,0.04356463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01180192,"about_ca_system_score_gemma":0.02835205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1412035,"about_ca_topic_score_gemma":0.2188984,"domain_scores_codex":[0.9963292,0.0005532225,0.0001178769,0.0004766093,0.001680286,0.0008428301],"domain_scores_gemma":[0.9900675,0.001769323,0.0006804247,0.0003794769,0.003153064,0.003950243],"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":[0.0004151081,0.000110506,0.01358113,0.0005216005,0.00002780874,0.0007825039,0.001819904,0.0004401596,0.003646229,0.03684165,0.7481863,0.1936271],"study_design_scores_gemma":[0.00004269886,0.00009846945,0.04989253,0.0003673648,0.000008323583,0.0002370837,0.0009195355,0.0003940377,0.003058798,0.0009488211,0.9439826,0.00004976074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05030683,0.02261241,0.007633287,0.2075901,0.01315455,0.0008693456,0.01374263,0.002639162,0.6814517],"genre_scores_gemma":[0.1402831,0.00508506,0.004613296,0.002627298,0.0007510378,0.0003314049,0.001950531,0.000486472,0.8438717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7590657,"threshold_uncertainty_score":0.8060056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05556991193782779,"score_gpt":0.308496012098213,"score_spread":0.2529261001603852,"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."}}