{"id":"W7009074941","doi":"","title":"Development of optical tools to quantify algal biomass and identify dominant taxa.","year":2017,"lang":"en","type":"other","venue":"EspaceINRS (National Institute for Scientific Research (Canada))","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NanoQuébec (Canada)","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Dysgeusia; Triacetin; Emperipolesis; Fusible alloy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00330381,0.001406924,0.000413537,0.004007638,0.0006864439,0.002562246,0.002148057,0.001034816,0.03028486],"category_scores_gemma":[0.002635301,0.0005141836,0.0005264472,0.002063449,0.0006652045,0.001510025,0.002179985,0.001306252,0.0202764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002354437,"about_ca_system_score_gemma":0.005394204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03357711,"about_ca_topic_score_gemma":0.06415234,"domain_scores_codex":[0.9981865,0.0002067537,0.00006854803,0.0002844811,0.00110893,0.0001447837],"domain_scores_gemma":[0.9978515,0.0002337992,0.000211896,0.0002974188,0.001196431,0.000209045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001017291,0.000334988,0.008050281,0.0009601367,0.00006778463,0.0001353503,0.0001779337,0.001519649,0.08914533,0.01293909,0.1026137,0.783954],"study_design_scores_gemma":[0.00007831732,0.0001650955,0.03069894,0.0005852683,0.0001107503,0.0007505235,0.0004373402,0.01778604,0.1489477,0.009255125,0.7910733,0.0001115619],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02477943,0.008993882,0.5471619,0.003740476,0.00139767,0.002085257,0.01895842,0.01381732,0.3790657],"genre_scores_gemma":[0.1082109,0.009785178,0.6737006,0.001777077,0.0003213619,0.001918977,0.02090052,0.003001673,0.1803837],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03357711,"threshold_uncertainty_score":0.1013129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090774259670651,"score_gpt":0.3876989325889447,"score_spread":0.2786215066218797,"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."}}