{"id":"W2063118802","doi":"10.1016/j.tsf.2011.09.016","title":"An alternative fluorine precursor for the synthesis of SnO2:F by spray pyrolysis","year":2011,"lang":"en","type":"article","venue":"Thin Solid Films","topic":"ZnO doping and properties","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Enterprise Ireland; Canadian Bee Research Fund","keywords":"Fluorine; Tin oxide; Pyrolysis; X-ray photoelectron spectroscopy; Materials science; Fluoride; Oxide; Tin; Chemical engineering; Decomposition; Conductivity; Inorganic chemistry; Chemistry; Organic chemistry; Metallurgy; Physical 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007417554,0.000127205,0.0002237168,0.00002712871,0.000140521,0.00003580334,0.0005756291,0.00005129874,0.0009610415],"category_scores_gemma":[0.000131484,0.00007524519,0.00007314867,0.00006259064,0.0001687444,0.0001779399,0.00004838789,0.00005854092,0.00007089545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000907447,"about_ca_system_score_gemma":0.00002240528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007085974,"about_ca_topic_score_gemma":0.00001608486,"domain_scores_codex":[0.9990576,0.00008323974,0.0002328692,0.0002240269,0.0001774687,0.0002247914],"domain_scores_gemma":[0.9990771,0.0001987972,0.0001504828,0.0004340332,0.00009018282,0.00004940686],"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":[0.000356844,0.0002190139,0.0001952559,0.0000796153,0.0000964069,9.562203e-7,0.01446827,0.0006385084,0.9700904,0.001115788,0.01023383,0.002505141],"study_design_scores_gemma":[0.000122546,0.0001932651,0.00009757822,0.00003286298,0.00005663765,0.000001153722,0.0004379925,0.005483714,0.9918649,0.0005097358,0.001083132,0.0001164782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898166,0.0007443493,0.003105366,0.0004049191,0.000982649,0.0005561087,0.000332158,0.0001395921,0.003918245],"genre_scores_gemma":[0.9933348,0.00004633775,0.005271651,0.0001124473,0.00009315106,0.0001401789,0.000003813109,0.00002055633,0.0009770273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02177454,"threshold_uncertainty_score":0.9999522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025674062257306,"score_gpt":0.2736875027100479,"score_spread":0.2334307620874748,"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."}}