{"id":"W2064648950","doi":"10.1166/jnn.2005.021","title":"A Guide to the Diatom Literature for Diatom Nanotechnologists","year":2005,"lang":"en","type":"article","venue":"Journal of Nanoscience and Nanotechnology","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Diatom; Materials science; Oceanography; Nanotechnology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001658661,0.001359867,0.001077362,0.008394382,0.001454431,0.002693468,0.001986711,0.001711281,0.05518119],"category_scores_gemma":[0.006054821,0.0007211249,0.0008418177,0.008434234,0.0009820805,0.005323763,0.002423665,0.003591728,0.06466202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206042,"about_ca_system_score_gemma":0.002902071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002397032,"about_ca_topic_score_gemma":0.01079601,"domain_scores_codex":[0.9991034,0.0001987422,0.0001814108,0.00009911144,0.0003683266,0.00004895244],"domain_scores_gemma":[0.9957146,0.001904413,0.000295791,0.0003730475,0.001352265,0.0003599413],"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":[0.00002321922,0.00004650414,0.0001721092,0.0008443622,0.000006966901,0.0001513288,0.0002139123,0.000124134,0.001366663,0.004532819,0.7796749,0.212843],"study_design_scores_gemma":[0.000001132843,0.000003950929,0.00008303567,0.0002192469,0.000001367913,0.0001477228,0.00003409324,0.00002528236,0.00005961542,0.001486241,0.9979346,0.000003659079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002105608,0.540915,0.08041535,0.05788349,0.07428461,0.0007240233,0.01054039,0.005955247,0.2271763],"genre_scores_gemma":[0.004433481,0.3937156,0.1388887,0.03078234,0.01462517,0.001112051,0.01120857,0.001902657,0.4033314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05518119,"threshold_uncertainty_score":0.1845995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085008991538901,"score_gpt":0.3038346801911192,"score_spread":0.2929845902757302,"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."}}