{"id":"W7042258895","doi":"","title":"Introduction","year":2000,"lang":"en","type":"book-chapter","venue":"OAR@UM (University of Malta)","topic":"Chalcogenide Semiconductor Thin Films","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publication; Quarter (Canadian coin); Government (linguistics); Work (physics)","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":["insufficient_payload"],"category_scores_codex":[0.0006336355,0.0007549091,0.0004833477,0.001368906,0.001420738,0.004815389,0.001601108,0.002142473,0.6301733],"category_scores_gemma":[0.002279322,0.000305385,0.0005241887,0.001273257,0.0005370263,0.002986605,0.001975855,0.001741554,0.4868372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724985,"about_ca_system_score_gemma":0.001832894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002950893,"about_ca_topic_score_gemma":0.004021309,"domain_scores_codex":[0.9994486,0.00004945043,0.00002601663,0.0001250652,0.0002801552,0.00007075696],"domain_scores_gemma":[0.9990641,0.0001113547,0.00003395039,0.0000945708,0.0004645859,0.0002314486],"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":[0.00002464867,0.00003745157,0.0001434395,0.0002006732,0.000001604525,0.0000724002,0.0001797828,0.0000704153,0.0003644847,0.02088167,0.8714481,0.1065753],"study_design_scores_gemma":[0.000001294013,0.000005917908,0.00009400695,0.00006303628,4.887996e-7,0.00005191423,0.00004142264,0.000008780434,0.00003118639,0.001404172,0.998296,0.000001791542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006580175,0.004565143,0.003327972,0.0071042,0.008560819,0.0001912799,0.003593921,0.0009883704,0.9710103],"genre_scores_gemma":[0.001980901,0.002730345,0.001289003,0.001837767,0.00121143,0.00008243474,0.002118129,0.0002627655,0.9884871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3698267,"threshold_uncertainty_score":0.5275129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008674312474194954,"score_gpt":0.1476974736202277,"score_spread":0.1390231611460328,"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."}}