{"id":"W2955638886","doi":"10.71781/11645","title":"Détection et caractérisation de nanoparticules d’oxyde de zinc par spectrométrie de masse à plasma inductif en mode particule unique (single-particle ICPMS)","year":2018,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[],"category_scores_codex":[0.0009913936,0.0005149832,0.0004976477,0.0001176666,0.0003105399,0.0006023349,0.0004327977,0.0005488188,0.00125139],"category_scores_gemma":[0.0003617424,0.0005598175,0.0001319823,0.0003503794,0.00009356531,0.0009294879,0.000090218,0.0005737554,0.0004085899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293199,"about_ca_system_score_gemma":0.0006338457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003454742,"about_ca_topic_score_gemma":0.008641045,"domain_scores_codex":[0.9970164,0.000546577,0.0005907139,0.0005987678,0.000264081,0.0009834777],"domain_scores_gemma":[0.9985511,0.0002589976,0.0002919484,0.0004038614,0.0001393322,0.0003547637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002641467,0.0004754059,0.003436795,0.00010493,0.0003812877,0.00007285877,0.03882097,0.01229346,0.9241819,0.0008643143,0.0004257944,0.01867809],"study_design_scores_gemma":[0.0006407314,0.0002650424,0.01292117,0.0003465216,0.0002986848,0.00007521048,0.004823965,0.06452522,0.9081287,0.001041073,0.006311096,0.0006225585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892897,0.00009411491,0.003919345,0.0004330182,0.0005256434,0.0007435224,0.0001492703,0.00003267535,0.004812697],"genre_scores_gemma":[0.9675416,0.0001234665,0.02916429,0.00002731005,0.0004754159,0.0001759619,0.0004085879,0.0001236742,0.001959743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05223175,"threshold_uncertainty_score":0.9996853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305777115872612,"score_gpt":0.2930936042922323,"score_spread":0.2700358331335062,"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."}}